{ "cells": [ { "cell_type": "code", "execution_count": 229, "metadata": {}, "outputs": [], "source": [ "import sys\n", "import pathlib\n", "sys.path.insert(0, \"../py-graph/\")\n", "\n", "\n", "import networkx as nx\n", "import numpy as np\n", "import time\n", "\n", "from utils.utils import getSPGraph\n", "\n", "\n", "def marginalizedkernel(*args):\n", " \"\"\"Calculate marginalized graph kernels between graphs.\n", " \n", " Parameters\n", " ----------\n", " Gn : List of NetworkX graph\n", " List of graphs between which the kernels are calculated.\n", " /\n", " G1, G2 : NetworkX graphs\n", " 2 graphs between which the kernel is calculated.\n", " \n", " Return\n", " ------\n", " Kmatrix/Kernel : Numpy matrix/int\n", " Kernel matrix, each element of which is the sp kernel between 2 praphs. / SP Kernel between 2 graphs.\n", " \n", " References\n", " ----------\n", " [1] H. Kashima, K. Tsuda, and A. Inokuchi. Marginalized kernels between labeled graphs. In Proceedings of the 20th International Conference on Machine Learning, Washington, DC, United States, 2003.\n", " \"\"\"\n", " if len(args) == 3: # for a list of graphs\n", " Gn = args[0]\n", "\n", " Kmatrix = np.zeros((len(Gn), len(Gn)))\n", "\n", " start_time = time.time()\n", " for i in range(0, len(Gn)):\n", " for j in range(i, len(Gn)):\n", " print('\\n --- under the realm of G%d G%d ---' % (i, j))\n", " Kmatrix[i][j] = marginalizedkernel(Gn[i], Gn[j], args[1], args[2])\n", " Kmatrix[j][i] = Kmatrix[i][j]\n", " print(Kmatrix[i][j])\n", "\n", " print(\"--- marginalized kernel matrix of size %d built in %s seconds ---\" % (len(Gn), (time.time() - start_time)))\n", " \n", " return Kmatrix\n", " \n", " else: # for only 2 graphs\n", " \n", " # init parameters\n", " G1 = args[0]\n", " G2 = args[1]\n", " p_quit = args[2] # the termination probability in the random walks generating step\n", " itr = args[3] # time of iterations to calculate R_inf\n", " \n", " kernel = 0\n", " num_nodes_G1 = nx.number_of_nodes(G1)\n", " num_nodes_G2 = nx.number_of_nodes(G2)\n", " p_init_G1 = 1 / num_nodes_G1 # the initial probability distribution in the random walks generating step (uniform distribution over |G|)\n", " p_init_G2 = 1 / num_nodes_G2\n", " \n", " q = p_quit * p_quit\n", " r1 = q\n", " \n", " # initial R_inf\n", " R_inf = np.zeros([num_nodes_G1, num_nodes_G2]) # matrix to save all the R_inf for all pairs of nodes\n", "# print(R_inf)\n", " \n", " # calculate R_inf with a simple interative method\n", "# print('\\n --- part I: calculating R_inf ---')\n", " for i in range(1, itr):\n", "# print('\\n --- iterating the %dth time ---' % (i + 1))\n", " R_inf_new = np.zeros([num_nodes_G1, num_nodes_G2])\n", " R_inf_new.fill(r1)\n", "# print(R_inf_new)\n", "\n", " for node1 in G1.nodes(data = True):\n", " neighbor_n1 = G1[node1[0]]\n", " p_trans_n1 = (1 - p_quit) / len(neighbor_n1) # the transition probability distribution in the random walks generating step (uniform distribution over the vertices adjacent to the current vertex)\n", " for node2 in G2.nodes(data = True):\n", " neighbor_n2 = G2[node2[0]]\n", " p_trans_n2 = (1 - p_quit) / len(neighbor_n2) \n", "# print('\\n --- under the realm of node %d in G1 and node %d in G2 ---' % (node1[0], node2[0]))\n", "\n", " for neighbor1 in neighbor_n1:\n", " for neighbor2 in neighbor_n2:\n", "# print('\\n --- for neighbors %d in G1 and %d in G2 ---' % (neighbor1, neighbor2))\n", " \n", " t = p_trans_n1 * p_trans_n2 * \\\n", " deltaKernel(G1.node[neighbor1]['label'] == G2.node[neighbor2]['label']) * \\\n", " deltaKernel(neighbor_n1[neighbor1]['label'] == neighbor_n2[neighbor2]['label'])\n", " R_inf_new[node1[0]][node2[0]] += t * R_inf[neighbor1][neighbor2]\n", "# print(R_inf_new)\n", "\n", " R_inf[:] = R_inf_new\n", "# print(R_inf)\n", " \n", " # calculate kernel\n", "# print('\\n --- part II: calculating kernel ---')\n", " for node1 in G1.nodes(data = True):\n", " for node2 in G2.nodes(data = True):\n", "# print('\\n --- under the realm of node %d in G1 and node %d in G2 ---' % (node1[0], node2[0]))\n", " \n", " s = p_init_G1 * p_init_G2 * deltaKernel(node1[1]['label'] == node2[1]['label'])\n", "# print(s)\n", " kernel += s * R_inf[node1[0]][node2[0]]\n", "# print(kernel)\n", "\n", "# print('\\n --- marginalized kernel built in %s seconds ---' % (time.time() - start_time))\n", " \n", " return kernel\n", " \n", "def deltaKernel(condition):\n", " \"\"\"Return 1 if condition holds, 0 otherwise.\n", " \n", " Parameters\n", " ----------\n", " condition : Boolean\n", " List of graphs between which the kernels are calculated.\n", " \n", " Return\n", " ------\n", " Kmatrix/Kernel : Numpy matrix/int\n", " Kernel matrix, each element of which is the sp kernel between 2 praphs. / SP Kernel between 2 graphs.\n", " \n", " References\n", " ----------\n", " [1] H. Kashima, K. Tsuda, and A. Inokuchi. Marginalized kernels between labeled graphs. In Proceedings of the 20th International Conference on Machine Learning, Washington, DC, United States, 2003.\n", " \"\"\"\n", " return (1 if condition else 0)" ] }, { "cell_type": "code", "execution_count": 230, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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--- under the realm of G1 G161 ---\n", "0.133741258741\n", "\n", " --- under the realm of G1 G162 ---\n", "0.132575757576\n", "\n", " --- under the realm of G1 G163 ---\n", "0.13474025974\n", "\n", " --- under the realm of G1 G164 ---\n", "0.133575197889\n", "\n", " --- under the realm of G1 G165 ---\n", "0.1125\n", "\n", " --- under the realm of G1 G166 ---\n", "0.1125\n", "\n", " --- under the realm of G1 G167 ---\n", "0.102272727273\n", "\n", " --- under the realm of G1 G168 ---\n", "0.102272727273\n", "\n", " --- under the realm of G1 G169 ---\n", "0.12987012987\n", "\n", " --- under the realm of G1 G170 ---\n", "0.128997484729\n", "\n", " --- under the realm of G1 G171 ---\n", "0.128708133971\n", "\n", " --- under the realm of G1 G172 ---\n", "0.128708133971\n", "\n", " --- under the realm of G1 G173 ---\n", "0.128618421053\n", "\n", " --- under the realm of G1 G174 ---\n", "0.12987012987\n", "\n", " --- under the realm of G1 G175 ---\n", "0.12987012987\n", "\n", " --- under the realm of G1 G176 ---\n", "0.129287598945\n", "\n", " --- under the realm of G1 G177 ---\n", "0.12987012987\n", "\n", " --- under the realm of G1 G178 ---\n", "0.12987012987\n", "\n", " --- under the realm of G1 G179 ---\n", "0.131044487427\n", "\n", " --- under the realm of G1 G180 ---\n", "0.113636363636\n", "\n", " --- under the realm of G1 G181 ---\n", "0.113636363636\n", "\n", " --- under the realm of G1 G182 ---\n", "0.113636363636\n", "\n", " --- under the realm of G1 G183 ---\n", "0.113636363636\n", "\n", " --- under the realm of G1 G184 ---\n", "0.113636363636\n", "--- marginalized kernel matrix of size 185 built in 5.46582818031311 seconds ---\n", "\n", " --- under the realm of G2 G2 ---\n", "0.185185185185\n", "\n", " --- under the realm of G2 G3 ---\n", "0.155913978495\n", "\n", " --- under the realm of G2 G4 ---\n", "0.125\n", "\n", " --- under the realm of G2 G5 ---\n", "0.1\n", "\n", " --- under the realm of G2 G6 ---\n", "0.1\n", "\n", " --- under the realm of G2 G7 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---\n", "0.133333333333\n", "\n", " --- under the realm of G2 G129 ---\n", "0.133333333333\n", "\n", " --- under the realm of G2 G130 ---\n", "0.133333333333\n", "\n", " --- under the realm of G2 G131 ---\n", "0.133333333333\n", "\n", " --- under the realm of G2 G132 ---\n", "0.133333333333\n", "\n", " --- under the realm of G2 G133 ---\n", "0.166069295102\n", "\n", " --- under the realm of G2 G134 ---\n", "0.166069295102\n", "\n", " --- under the realm of G2 G135 ---\n", "0.166069295102\n", "\n", " --- under the realm of G2 G136 ---\n", "0.162845385068\n", "\n", " --- under the realm of G2 G137 ---\n", "0.163908589441\n", "\n", " --- under the realm of G2 G138 ---\n", "0.164983164983\n", "\n", " --- under the realm of G2 G139 ---\n", "0.164983164983\n", "\n", " --- under the realm of G2 G140 ---\n", "0.169398907104\n", "\n", " --- under the realm of G2 G141 ---\n", "0.157142857143\n", "\n", " --- under the realm of G2 G142 ---\n", "0.157142857143\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " --- under the realm of G2 G143 ---\n", "0.154593175853\n", "\n", " --- under the realm of G2 G144 ---\n", "0.162007168459\n", "\n", " --- under the realm of G2 G145 ---\n", "0.15\n", "\n", " --- under the realm of G2 G146 ---\n", "0.15\n", "\n", " --- under the realm of G2 G147 ---\n", "0.15\n", "\n", " --- under the realm of G2 G148 ---\n", "0.15\n", "\n", " --- under the realm of G2 G149 ---\n", "0.15\n", "\n", " --- under the realm of G2 G150 ---\n", "0.15\n", "\n", " --- under the realm of G2 G151 ---\n", "0.15\n", "\n", " --- under the realm of G2 G152 ---\n", "0.15\n", "\n", " --- under the realm of G2 G153 ---\n", "0.15\n", "\n", " --- under the realm of G2 G154 ---\n", "0.15\n", "\n", " --- under the realm of G2 G155 ---\n", "0.15\n", "\n", " --- under the realm of G2 G156 ---\n", "0.15\n", "\n", " --- under the realm of G2 G157 ---\n", "0.15\n", "\n", " --- under the realm of G2 G158 ---\n", "0.136363636364\n", "\n", " --- under the realm of G2 G159 ---\n", "0.136363636364\n", "\n", " --- under the realm of G2 G160 ---\n", "0.136363636364\n", "\n", " --- under the realm of G2 G161 ---\n", "0.136363636364\n", "\n", " --- under the realm of G2 G162 ---\n", "0.136363636364\n", "\n", " --- under the realm of G2 G163 ---\n", "0.136363636364\n", "\n", " --- under the realm of G2 G164 ---\n", "0.136363636364\n", "\n", " --- under the realm of G2 G165 ---\n", "0.166129032258\n", "\n", " --- under the realm of G2 G166 ---\n", "0.16912568306\n", "\n", " --- under the realm of G2 G167 ---\n", "0.166169895678\n", "\n", " --- under the realm of G2 G168 ---\n", "0.163245356794\n", "\n", " --- under the realm of G2 G169 ---\n", "0.151515151515\n", "\n", " --- under the realm of G2 G170 ---\n", "0.151515151515\n", "\n", " --- under the realm of G2 G171 ---\n", "0.151515151515\n", "\n", " --- under the realm of G2 G172 ---\n", "0.151515151515\n", "\n", " --- under the realm of G2 G173 ---\n", "0.145833333333\n", "\n", " --- under the realm of G2 G174 ---\n", "0.151515151515\n", "\n", " --- under the realm of G2 G175 ---\n", "0.151515151515\n", "\n", " --- under the realm of G2 G176 ---\n", "0.151515151515\n", "\n", " --- under the realm of G2 G177 ---\n", "0.151515151515\n", "\n", " --- under the realm of G2 G178 ---\n", "0.151515151515\n", "\n", " --- under the realm of G2 G179 ---\n", "0.151515151515\n", "\n", " --- under the realm of G2 G180 ---\n", "0.16354016354\n", "\n", " --- under the realm of G2 G181 ---\n", "0.166177908113\n", "\n", " --- under the realm of G2 G182 ---\n", "0.166177908113\n", "\n", " --- under the realm of G2 G183 ---\n", "0.166177908113\n", "\n", " --- under the realm of G2 G184 ---\n", "0.168902136115\n", "--- marginalized kernel matrix of size 185 built in 7.662339210510254 seconds ---\n", "\n", " --- under the realm of G3 G3 ---\n", "0.152542372881\n", "\n", " --- under the realm of G3 G4 ---\n", "0.09375\n", "\n", " --- under the realm of G3 G5 ---\n", "0.075\n", "\n", " --- under the realm of G3 G6 ---\n", "0.075\n", "\n", " --- under the realm of G3 G7 ---\n", "0.14325\n", "\n", " --- under the realm of G3 G8 ---\n", "0.143157861714\n", "\n", " --- under the realm of G3 G9 ---\n", "0.154838709677\n", "\n", " --- under the realm of G3 G10 ---\n", "0.1\n", "\n", " --- under the realm of G3 G11 ---\n", "0.1\n", "\n", " --- under the realm of G3 G12 ---\n", "0.1\n", "\n", " --- under the realm of G3 G13 ---\n", "0.0833333333333\n", "\n", " --- under the realm of G3 G14 ---\n", "0.0833333333333\n", "\n", " --- under the realm of G3 G15 ---\n", "0.0892857142857\n", "\n", " --- under the realm of G3 G16 ---\n", "0.0833333333333\n", "\n", " --- under the realm of G3 G17 ---\n", "0.0833333333333\n", "\n", " --- under the realm of G3 G18 ---\n", "0.1396\n", "\n", " --- under the realm of G3 G19 ---\n", "0.135714285714\n", "\n", " --- under the realm of G3 G20 ---\n", "0.13829787234\n", "\n", " --- under the realm of G3 G21 ---\n", "0.136904761905\n", "\n", " --- under the realm of G3 G22 ---\n", "0.147504456328\n", "\n", " --- under the realm of G3 G23 ---\n", "0.146599254979\n", "\n", " --- under the realm of G3 G24 ---\n", "0.149333333333\n", "\n", " --- under the realm of G3 G25 ---\n", "0.104166666667\n", "\n", " --- under the realm of G3 G26 ---\n", "0.104166666667\n", "\n", " --- under the realm of G3 G27 ---\n", "0.104166666667\n", "\n", " --- under the realm of G3 G28 ---\n", "0.104166666667\n", "\n", " --- under the realm of G3 G29 ---\n", "0.104166666667\n", "\n", " --- under the realm of G3 G30 ---\n", "0.104166666667\n", "\n", " --- under the realm of G3 G31 ---\n", "0.0892857142857\n", "\n", " --- under the realm of G3 G32 ---\n", "0.0892857142857\n", "\n", " --- under the realm of G3 G33 ---\n", "0.0892857142857\n", "\n", " --- under the realm of G3 G34 ---\n", "0.0892857142857\n", "\n", " --- under the realm of G3 G35 ---\n", "0.0892857142857\n", "\n", " --- under the realm of G3 G36 ---\n", "0.132860598065\n", "\n", " --- under the realm of G3 G37 ---\n", "0.137166666667\n", "\n", " --- under the realm of G3 G38 ---\n", "0.137166666667\n", "\n", " --- under the realm of G3 G39 ---\n", "0.133928571429\n", "\n", " --- under the realm of G3 G40 ---\n", "0.135541168659\n", "\n", " --- under the realm of G3 G41 ---\n", "0.135204081633\n", "\n", " --- under the realm of G3 G42 ---\n", "0.134291833947\n", "\n", " --- under the realm of G3 G43 ---\n", "0.140714285714\n", "\n", " --- under the realm of G3 G44 ---\n", "0.107142857143\n", "\n", " --- under the realm of G3 G45 ---\n", "0.107142857143\n", "\n", " --- under the realm of G3 G46 ---\n", "0.107142857143\n", "\n", " --- under the realm of G3 G47 ---\n", "0.107142857143\n", "\n", " --- under the realm of G3 G48 ---\n", "0.107142857143\n", "\n", " --- under the realm of G3 G49 ---\n", "0.107142857143\n", "\n", " --- under the realm of G3 G50 ---\n", "0.107142857143\n", "\n", " --- under the realm of G3 G51 ---\n", "0.107142857143\n", "\n", " --- under the realm of G3 G52 ---\n", "0.107142857143\n", "\n", " --- under the realm of G3 G53 ---\n", "0.107142857143\n", "\n", " --- under the realm of G3 G54 ---\n", "0.107142857143\n", "\n", " --- under the realm of G3 G55 ---\n", "0.107142857143\n", "\n", " --- under the realm of G3 G56 ---\n", "0.09375\n", "\n", " --- under the realm of G3 G57 ---\n", "0.09375\n", "\n", " --- under the realm of G3 G58 ---\n", "0.09375\n", "\n", " --- under the realm of G3 G59 ---\n", "0.09375\n", "\n", " --- under the realm of G3 G60 ---\n", "0.09375\n", "\n", " --- under the realm of G3 G61 ---\n", "0.09375\n", "\n", " --- under the realm of G3 G62 ---\n", "0.09375\n", "\n", " --- under the realm of G3 G63 ---\n", "0.09375\n", "\n", " --- under the realm of G3 G64 ---\n", "0.135428571429\n", "\n", " --- under the realm of G3 G65 ---\n", "0.132653061224\n", "\n", " --- under the realm of G3 G66 ---\n", "0.132653061224\n", "\n", " --- under the realm of G3 G67 ---\n", "0.131737655484\n", "\n", " --- under the realm of G3 G68 ---\n", "0.132653061224\n", "\n", " --- under the realm of G3 G69 ---\n", "0.135428571429\n", "\n", " --- under the realm of G3 G70 ---\n", "0.135428571429\n", "\n", " --- under the realm of G3 G71 ---\n", "0.131737655484\n", "\n", " --- under the realm of G3 G72 ---\n", "0.131281761717\n", "\n", " --- under the realm of G3 G73 ---\n", "0.130827067669\n", "\n", " --- under the realm of G3 G74 ---\n", "0.134498480243\n", "\n", " --- under the realm of G3 G75 ---\n", "0.133928571429\n", "\n", " --- under the realm of G3 G76 ---\n", "0.132332402235\n", "\n", " --- under the realm of G3 G77 ---\n", "0.133130354704\n", "\n", " --- under the realm of G3 G78 ---\n", "0.133130354704\n", "\n", " --- under the realm of G3 G79 ---\n", "0.132732817683\n", "\n", " --- under the realm of G3 G80 ---\n", "0.137019230769\n", "\n", " --- under the realm of G3 G81 ---\n", "0.138392857143\n", "\n", " --- under the realm of G3 G82 ---\n", "0.109375\n", "\n", " --- under the realm of G3 G83 ---\n", "0.109375\n", "\n", " --- under the realm of G3 G84 ---\n", "0.109375\n", "\n", " --- under the realm of G3 G85 ---\n", "0.109375\n", "\n", " --- under the realm of G3 G86 ---\n", "0.109375\n", "\n", " --- under the realm of G3 G87 ---\n", "0.109375\n", "\n", " --- under the realm of G3 G88 ---\n", "0.109375\n", "\n", " --- under the realm of G3 G89 ---\n", "0.109375\n", "\n", " --- under the realm of G3 G90 ---\n", "0.109375\n", "\n", " --- under the realm of G3 G91 ---\n", "0.109375\n", "\n", " --- under the realm of G3 G92 ---\n", "0.109375\n", "\n", " --- under the realm of G3 G93 ---\n", "0.109375\n", "\n", " --- under the realm of G3 G94 ---\n", "0.109375\n", "\n", " --- under the realm of G3 G95 ---\n", "0.0972222222222\n", "\n", " --- under the realm of G3 G96 ---\n", "0.0972222222222\n", "\n", " --- under the realm of G3 G97 ---\n", "0.0972222222222\n", "\n", " --- under the realm of G3 G98 ---\n", "0.0972222222222\n", "\n", " --- under the realm of G3 G99 ---\n", "0.0972222222222\n", "\n", " --- under the realm of G3 G100 ---\n", "0.0972222222222\n", "\n", " --- under the realm of G3 G101 ---\n", "0.0972222222222\n", "\n", " --- under the realm of G3 G102 ---\n", "0.0972222222222\n", "\n", " --- under the realm of G3 G103 ---\n", "0.0972222222222\n", "\n", " --- under the realm of G3 G104 ---\n", "0.134125\n", "\n", " --- under the realm of G3 G105 ---\n", "0.131696428571\n", "\n", " --- under the realm of G3 G106 ---\n", "0.131696428571\n", "\n", " --- under the realm of G3 G107 ---\n", "0.130895448549\n", "\n", " --- under the realm of G3 G108 ---\n", "0.131696428571\n", "\n", " --- under the realm of G3 G109 ---\n", "0.130496541502\n", "\n", " --- under the realm of G3 G110 ---\n", "0.130098684211\n", "\n", " --- under the realm of G3 G111 ---\n", "0.131696428571\n", "\n", " --- under the realm of G3 G112 ---\n", "0.130895448549\n", "\n", " --- under the realm of G3 G113 ---\n", "0.136904761905\n", "\n", " --- under the realm of G3 G114 ---\n", "0.111111111111\n", "\n", " --- under the realm of G3 G115 ---\n", "0.111111111111\n", "\n", " --- under the realm of G3 G116 ---\n", "0.111111111111\n", "\n", " --- under the realm of G3 G117 ---\n", "0.111111111111\n", "\n", " --- under the realm of G3 G118 ---\n", "0.111111111111\n", "\n", " --- under the realm of G3 G119 ---\n", "0.111111111111\n", "\n", " --- under the realm of G3 G120 ---\n", "0.111111111111\n", "\n", " --- under the realm of G3 G121 ---\n", "0.111111111111\n", "\n", " --- under the realm of G3 G122 ---\n", "0.111111111111\n", "\n", " --- under the realm of G3 G123 ---\n", "0.111111111111\n", "\n", " --- under the realm of G3 G124 ---\n", "0.111111111111\n", "\n", " --- under the realm of G3 G125 ---\n", "0.111111111111\n", "\n", " --- under the realm of G3 G126 ---\n", "0.111111111111\n", "\n", " --- under the realm of G3 G127 ---\n", "0.1\n", "\n", " --- under the realm of G3 G128 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.1\n", "\n", " --- under the realm of G3 G129 ---\n", "0.1\n", "\n", " --- under the realm of G3 G130 ---\n", "0.1\n", "\n", " --- under the realm of G3 G131 ---\n", "0.1\n", "\n", " --- under the realm of G3 G132 ---\n", "0.1\n", "\n", " --- under the realm of G3 G133 ---\n", "0.130952380952\n", "\n", " --- under the realm of G3 G134 ---\n", "0.130952380952\n", "\n", " --- under the realm of G3 G135 ---\n", "0.130952380952\n", "\n", " --- under the realm of G3 G136 ---\n", "0.128827646544\n", "\n", " --- under the realm of G3 G137 ---\n", "0.129532163743\n", "\n", " --- under the realm of G3 G138 ---\n", "0.13024039871\n", "\n", " --- under the realm of G3 G139 ---\n", "0.13024039871\n", "\n", " --- under the realm of G3 G140 ---\n", "0.133111111111\n", "\n", " --- under the realm of G3 G141 ---\n", "0.132142857143\n", "\n", " --- under the realm of G3 G142 ---\n", "0.132142857143\n", "\n", " --- under the realm of G3 G143 ---\n", "0.130230125523\n", "\n", " --- under the realm of G3 G144 ---\n", "0.133333333333\n", "\n", " --- under the realm of G3 G145 ---\n", "0.1125\n", "\n", " --- under the realm of G3 G146 ---\n", "0.1125\n", "\n", " --- under the realm of G3 G147 ---\n", "0.1125\n", "\n", " --- under the realm of G3 G148 ---\n", "0.1125\n", "\n", " --- under the realm of G3 G149 ---\n", "0.1125\n", "\n", " --- under the realm of G3 G150 ---\n", "0.1125\n", "\n", " --- under the realm of G3 G151 ---\n", "0.1125\n", "\n", " --- under the realm of G3 G152 ---\n", "0.1125\n", "\n", " --- under the realm of G3 G153 ---\n", "0.1125\n", "\n", " --- under the realm of G3 G154 ---\n", "0.1125\n", "\n", " --- under the realm of G3 G155 ---\n", "0.1125\n", "\n", " --- under the realm of G3 G156 ---\n", "0.1125\n", "\n", " --- under the realm of G3 G157 ---\n", "0.1125\n", "\n", " --- under the realm of G3 G158 ---\n", "0.102272727273\n", "\n", " --- under the realm of G3 G159 ---\n", "0.102272727273\n", "\n", " --- under the realm of G3 G160 ---\n", "0.102272727273\n", "\n", " --- under the realm of G3 G161 ---\n", "0.102272727273\n", "\n", " --- under the realm of G3 G162 ---\n", "0.102272727273\n", "\n", " --- under the realm of G3 G163 ---\n", "0.102272727273\n", "\n", " --- under the realm of G3 G164 ---\n", "0.102272727273\n", "\n", " --- under the realm of G3 G165 ---\n", "0.130357142857\n", "\n", " --- under the realm of G3 G166 ---\n", "0.1323\n", "\n", " --- under the realm of G3 G167 ---\n", "0.135\n", "\n", " --- under the realm of G3 G168 ---\n", "0.133116883117\n", "\n", " --- under the realm of G3 G169 ---\n", "0.113636363636\n", "\n", " --- under the realm of G3 G170 ---\n", "0.113636363636\n", "\n", " --- under the realm of G3 G171 ---\n", "0.113636363636\n", "\n", " --- under the realm of G3 G172 ---\n", "0.113636363636\n", "\n", " --- under the realm of G3 G173 ---\n", "0.109375\n", "\n", " --- under the realm of G3 G174 ---\n", "0.113636363636\n", "\n", " --- under the realm of G3 G175 ---\n", "0.113636363636\n", "\n", " --- under the realm of G3 G176 ---\n", "0.113636363636\n", "\n", " --- under the realm of G3 G177 ---\n", "0.113636363636\n", "\n", " --- under the realm of G3 G178 ---\n", "0.113636363636\n", "\n", " --- under the realm of G3 G179 ---\n", "0.113636363636\n", "\n", " --- under the realm of G3 G180 ---\n", "0.128131710809\n", "\n", " --- under the realm of G3 G181 ---\n", "0.12987012987\n", "\n", " --- under the realm of G3 G182 ---\n", "0.12987012987\n", "\n", " --- under the realm of G3 G183 ---\n", "0.12987012987\n", "\n", " --- under the realm of G3 G184 ---\n", "0.131636363636\n", "--- marginalized kernel matrix of size 185 built in 10.833643674850464 seconds ---\n", "\n", " --- under the realm of G4 G4 ---\n", "0.182645519647\n", "\n", " --- under the realm of G4 G5 ---\n", "0.157450359428\n", "\n", " --- under the realm of G4 G6 ---\n", "0.163729508197\n", "\n", " --- under the realm of G4 G7 ---\n", "0.150545634921\n", "\n", " --- under the realm of 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"0.131613756614\n", "\n", " --- under the realm of G4 G24 ---\n", "0.129265091864\n", "\n", " --- under the realm of G4 G25 ---\n", "0.193765703717\n", "\n", " --- under the realm of G4 G26 ---\n", "0.193199308756\n", "\n", " --- under the realm of G4 G27 ---\n", "0.192949288678\n", "\n", " --- under the realm of G4 G28 ---\n", "0.193782097757\n", "\n", " --- under the realm of G4 G29 ---\n", "0.193544654951\n", "\n", " --- under the realm of G4 G30 ---\n", "0.193404709013\n", "\n", " --- under the realm of G4 G31 ---\n", "0.177596761712\n", "\n", " --- under the realm of G4 G32 ---\n", "0.177778743245\n", "\n", " --- under the realm of G4 G33 ---\n", "0.178082865537\n", "\n", " --- under the realm of G4 G34 ---\n", "0.17761344932\n", "\n", " --- under the realm of G4 G35 ---\n", "0.177922999997\n", "\n", " --- under the realm of G4 G36 ---\n", "0.17483184172\n", "\n", " --- under the realm of G4 G37 ---\n", "0.172471494267\n", "\n", " --- under the realm of G4 G38 ---\n", 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---\n", "0.166581754627\n", "\n", " --- under the realm of G5 G157 ---\n", "0.166389059213\n", "\n", " --- under the realm of G5 G158 ---\n", "0.161609056578\n", "\n", " --- under the realm of G5 G159 ---\n", "0.161801342957\n", "\n", " --- under the realm of G5 G160 ---\n", "0.161563156959\n", "\n", " --- under the realm of G5 G161 ---\n", "0.161638027822\n", "\n", " --- under the realm of G5 G162 ---\n", "0.161497288553\n", "\n", " --- under the realm of G5 G163 ---\n", "0.161538457539\n", "\n", " --- under the realm of G5 G164 ---\n", "0.161397915532\n", "\n", " --- under the realm of G5 G165 ---\n", "0.152735885554\n", "\n", " --- under the realm of G5 G166 ---\n", "0.151819347416\n", "\n", " --- under the realm of G5 G167 ---\n", "0.136884213179\n", "\n", " --- under the realm of G5 G168 ---\n", "0.137525541126\n", "\n", " --- under the realm of G5 G169 ---\n", "0.167017986899\n", "\n", " --- under the realm of G5 G170 ---\n", "0.166952376885\n", "\n", " --- under the realm of G5 G171 ---\n", "0.167019847475\n", "\n", " --- under the realm of G5 G172 ---\n", "0.166974297998\n", "\n", " --- under the realm of G5 G173 ---\n", "0.165069181737\n", "\n", " --- under the realm of G5 G174 ---\n", "0.16706748953\n", "\n", " --- under the realm of G5 G175 ---\n", "0.167064623449\n", "\n", " --- under the realm of G5 G176 ---\n", "0.166988833414\n", "\n", " --- under the realm of G5 G177 ---\n", "0.167059104586\n", "\n", " --- under the realm of G5 G178 ---\n", "0.167066056489\n", "\n", " --- under the realm of G5 G179 ---\n", "0.16707626361\n", "\n", " --- under the realm of G5 G180 ---\n", "0.155382563301\n", "\n", " --- under the realm of G5 G181 ---\n", "0.154627422232\n", "\n", " --- under the realm of G5 G182 ---\n", "0.154631203393\n", "\n", " --- under the realm of G5 G183 ---\n", "0.154646244854\n", "\n", " --- under the realm of G5 G184 ---\n", "0.15370673816\n", "--- marginalized kernel matrix of size 185 built in 18.059146404266357 seconds ---\n", "\n", " --- 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of G6 G22 ---\n", "0.1\n", "\n", " --- under the realm of G6 G23 ---\n", "0.1\n", "\n", " --- under the realm of G6 G24 ---\n", "0.1\n", "\n", " --- under the realm of G6 G25 ---\n", "0.159153005464\n", "\n", " --- under the realm of G6 G26 ---\n", "0.154569892473\n", "\n", " --- under the realm of G6 G27 ---\n", "0.15307486631\n", "\n", " --- under the realm of G6 G28 ---\n", "0.159153005464\n", "\n", " --- under the realm of G6 G29 ---\n", "0.157608695652\n", "\n", " --- under the realm of G6 G30 ---\n", "0.156842818428\n", "\n", " --- under the realm of G6 G31 ---\n", "0.158665105386\n", "\n", " --- under the realm of G6 G32 ---\n", "0.162177985948\n", "\n", " --- under the realm of G6 G33 ---\n", "0.165690866511\n", "\n", " --- under the realm of G6 G34 ---\n", "0.161762483946\n", "\n", " --- under the realm of G6 G35 ---\n", "0.164367172386\n", "\n", " --- under the realm of G6 G36 ---\n", "0.125\n", "\n", " --- under the realm of G6 G37 ---\n", "0.125\n", "\n", " --- under the realm of G6 G38 ---\n", "0.125\n", "\n", " --- under the realm of G6 G39 ---\n", "0.125\n", "\n", " --- under the realm of G6 G40 ---\n", "0.125\n", "\n", " --- under the realm of G6 G41 ---\n", "0.107142857143\n", "\n", " --- under the realm of G6 G42 ---\n", "0.107142857143\n", "\n", " --- under the realm of G6 G43 ---\n", "0.107142857143\n", "\n", " --- under the realm of G6 G44 ---\n", "0.157845433255\n", "\n", " --- under the realm of G6 G45 ---\n", "0.153917050691\n", "\n", " --- under the realm of G6 G46 ---\n", "0.153917050691\n", "\n", " --- under the realm of G6 G47 ---\n", "0.152635599694\n", "\n", " --- under the realm of G6 G48 ---\n", "0.153917050691\n", "\n", " --- under the realm of G6 G49 ---\n", "0.157845433255\n", "\n", " --- under the realm of G6 G50 ---\n", "0.157845433255\n", "\n", " --- under the realm of G6 G51 ---\n", "0.152635599694\n", "\n", " --- under the realm of G6 G52 ---\n", "0.15652173913\n", "\n", " --- under the realm of G6 G53 ---\n", 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---\n", "0.154054054054\n", "\n", " --- under the realm of G6 G130 ---\n", "0.15956043956\n", "\n", " --- under the realm of G6 G131 ---\n", "0.158670908448\n", "\n", " --- under the realm of G6 G132 ---\n", "0.155483870968\n", "\n", " --- under the realm of G6 G133 ---\n", "0.133333333333\n", "\n", " --- under the realm of G6 G134 ---\n", "0.133333333333\n", "\n", " --- under the realm of G6 G135 ---\n", "0.133333333333\n", "\n", " --- under the realm of G6 G136 ---\n", "0.133333333333\n", "\n", " --- under the realm of G6 G137 ---\n", "0.133333333333\n", "\n", " --- under the realm of G6 G138 ---\n", "0.133333333333\n", "\n", " --- under the realm of G6 G139 ---\n", "0.133333333333\n", "\n", " --- under the realm of G6 G140 ---\n", "0.133333333333\n", "\n", " --- under the realm of G6 G141 ---\n", "0.12\n", "\n", " --- under the realm of G6 G142 ---\n", "0.12\n", "\n", " --- under the realm of G6 G143 ---\n", "0.12\n", "\n", " --- under the realm of G6 G144 ---\n", "0.12\n", "\n", " 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the realm of G6 G160 ---\n", "0.153685503686\n", "\n", " --- under the realm of G6 G161 ---\n", "0.153685503686\n", "\n", " --- under the realm of G6 G162 ---\n", "0.152052785924\n", "\n", " --- under the realm of G6 G163 ---\n", "0.154985337243\n", "\n", " --- under the realm of G6 G164 ---\n", "0.153354399611\n", "\n", " --- under the realm of G6 G165 ---\n", "0.135\n", "\n", " --- under the realm of G6 G166 ---\n", "0.135\n", "\n", " --- under the realm of G6 G167 ---\n", "0.122727272727\n", "\n", " --- under the realm of G6 G168 ---\n", "0.122727272727\n", "\n", " --- under the realm of G6 G169 ---\n", "0.152492668622\n", "\n", " --- under the realm of G6 G170 ---\n", "0.151272727273\n", "\n", " --- under the realm of G6 G171 ---\n", "0.15087040619\n", "\n", " --- under the realm of G6 G172 ---\n", "0.15087040619\n", "\n", " --- under the realm of G6 G173 ---\n", "0.14920212766\n", "\n", " --- under the realm of G6 G174 ---\n", "0.152492668622\n", "\n", " --- under the realm of G6 G175 ---\n", "0.152492668622\n", "\n", " --- under the realm of G6 G176 ---\n", "0.151677199806\n", "\n", " --- under the realm of G6 G177 ---\n", "0.152492668622\n", "\n", " --- under the realm of G6 G178 ---\n", "0.152492668622\n", "\n", " --- under the realm of G6 G179 ---\n", "0.154150197628\n", "\n", " --- under the realm of G6 G180 ---\n", "0.136363636364\n", "\n", " --- under the realm of G6 G181 ---\n", "0.136363636364\n", "\n", " --- under the realm of G6 G182 ---\n", "0.136363636364\n", "\n", " --- under the realm of G6 G183 ---\n", "0.136363636364\n", "\n", " --- under the realm of G6 G184 ---\n", "0.136363636364\n", "--- marginalized kernel matrix of size 185 built in 22.10752511024475 seconds ---\n", "\n", " --- under the realm of G7 G7 ---\n", "0.182645519647\n", "\n", " --- under the realm of G7 G8 ---\n", "0.157450359428\n", "\n", " --- under the realm of G7 G9 ---\n", "0.163729508197\n", "\n", " --- under the realm of G7 G10 ---\n", "0.1638\n", "\n", " --- under the realm of G7 G11 ---\n", "0.165873015873\n", "\n", " --- under the realm of G7 G12 ---\n", "0.164361702128\n", "\n", " --- under the realm of G7 G13 ---\n", "0.138227513228\n", "\n", " --- under the realm of G7 G14 ---\n", "0.136968085106\n", "\n", " --- under the realm of G7 G15 ---\n", "0.145266439909\n", "\n", " --- under the realm of G7 G16 ---\n", "0.130701754386\n", "\n", " --- under the realm of G7 G17 ---\n", "0.129265091864\n", "\n", " --- under the realm of G7 G18 ---\n", "0.189360147697\n", "\n", " --- under the realm of G7 G19 ---\n", "0.188594470046\n", "\n", " --- under the realm of G7 G20 ---\n", "0.189044722472\n", "\n", " --- under the realm of G7 G21 ---\n", "0.166917265714\n", "\n", " --- under the realm of G7 G22 ---\n", "0.171759412188\n", "\n", " --- under the realm of G7 G23 ---\n", "0.171818488563\n", "\n", " --- under the realm of G7 G24 ---\n", "0.171815225708\n", "\n", " --- under the realm of G7 G25 ---\n", "0.172471494267\n", "\n", " --- under the realm of 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"0.204361088032\n", "\n", " --- under the realm of G11 G129 ---\n", "0.203673208829\n", "\n", " --- under the realm of G11 G130 ---\n", "0.201140982053\n", "\n", " --- under the realm of G11 G131 ---\n", "0.201076937095\n", "\n", " --- under the realm of G11 G132 ---\n", "0.202578877809\n", "\n", " --- under the realm of G11 G133 ---\n", "0.212383632215\n", "\n", " --- under the realm of G11 G134 ---\n", "0.21247771836\n", "\n", " --- under the realm of G11 G135 ---\n", "0.212430675287\n", "\n", " --- under the realm of G11 G136 ---\n", "0.214044444444\n", "\n", " --- under the realm of G11 G137 ---\n", "0.213599119025\n", "\n", " --- under the realm of G11 G138 ---\n", "0.21299137562\n", "\n", " --- under the realm of G11 G139 ---\n", "0.213038418693\n", "\n", " --- under the realm of G11 G140 ---\n", "0.210136183065\n", "\n", " --- under the realm of G11 G141 ---\n", "0.191145268993\n", "\n", " --- under the realm of G11 G142 ---\n", "0.191229946524\n", "\n", " --- under the realm of G11 G143 ---\n", "0.19264\n", "\n", " --- under the realm of G11 G144 ---\n", "0.188452407615\n", "\n", " --- under the realm of G11 G145 ---\n", "0.223254200127\n", "\n", " --- under the realm of G11 G146 ---\n", "0.223870037977\n", "\n", " --- under the realm of G11 G147 ---\n", "0.223963475692\n", "\n", " --- under the realm of G11 G148 ---\n", "0.224510021027\n", "\n", " --- under the realm of G11 G149 ---\n", "0.223960451894\n", "\n", " --- under the realm of G11 G150 ---\n", "0.223017231431\n", "\n", " --- under the realm of G11 G151 ---\n", "0.223979429342\n", "\n", " --- under the realm of G11 G152 ---\n", "0.223017215292\n", "\n", " --- under the realm of G11 G153 ---\n", "0.222625799031\n", "\n", " --- under the realm of G11 G154 ---\n", "0.222655723654\n", "\n", " --- under the realm of G11 G155 ---\n", "0.223215319453\n", "\n", " --- under the realm of G11 G156 ---\n", "0.222629217179\n", "\n", " --- under the realm of G11 G157 ---\n", "0.224460974018\n", "\n", " --- under the realm of G11 G158 ---\n", "0.209024491885\n", "\n", " --- under the realm of G11 G159 ---\n", "0.205181911152\n", "\n", " --- under the realm of G11 G160 ---\n", "0.207404977728\n", "\n", " --- under the realm of G11 G161 ---\n", "0.207535883197\n", "\n", " --- under the realm of G11 G162 ---\n", "0.208161227928\n", "\n", " --- under the realm of G11 G163 ---\n", "0.206596397151\n", "\n", " --- under the realm of G11 G164 ---\n", "0.207221741882\n", "\n", " --- under the realm of G11 G165 ---\n", "0.215471771108\n", "\n", " --- under the realm of G11 G166 ---\n", "0.213638694832\n", "\n", " --- under the realm of G11 G167 ---\n", "0.191950244539\n", "\n", " --- under the realm of G11 G168 ---\n", "0.193232900433\n", "\n", " --- under the realm of G11 G169 ---\n", "0.225805606995\n", "\n", " --- under the realm of G11 G170 ---\n", "0.226343663944\n", "\n", " --- under the realm of G11 G171 ---\n", "0.226678375962\n", "\n", " --- under the realm of G11 G172 ---\n", "0.226599322921\n", "\n", " --- under the realm of G11 G173 ---\n", "0.22111022453\n", "\n", " --- under the realm of G11 G174 ---\n", "0.225893879874\n", "\n", " --- under the realm of G11 G175 ---\n", "0.225888382058\n", "\n", " --- under the realm of G11 G176 ---\n", "0.226190670862\n", "\n", " --- under the realm of G11 G177 ---\n", "0.225877998496\n", "\n", " --- under the realm of G11 G178 ---\n", "0.225891130966\n", "\n", " --- under the realm of G11 G179 ---\n", "0.225030313441\n", "\n", " --- under the realm of G11 G180 ---\n", "0.219856035692\n", "\n", " --- under the realm of G11 G181 ---\n", "0.218345753554\n", "\n", " --- under the realm of G11 G182 ---\n", "0.218353315877\n", "\n", " --- under the realm of G11 G183 ---\n", "0.2183833988\n", "\n", " --- under the realm of G11 G184 ---\n", "0.216504385411\n", "--- marginalized kernel matrix of size 185 built in 40.837661027908325 seconds ---\n", "\n", " --- under the realm of G12 G12 ---\n", "0.199942446043\n", "\n", " --- under the realm of G12 G13 ---\n", "0.175141861842\n", "\n", " --- under the realm of G12 G14 ---\n", "0.174332968786\n", "\n", " --- under the realm of G12 G15 ---\n", "0.184390968074\n", "\n", " --- under the realm of G12 G16 ---\n", "0.173149254243\n", "\n", " --- under the realm of G12 G17 ---\n", "0.172122395465\n", "\n", " --- under the realm of G12 G18 ---\n", "0.180107526882\n", "\n", " --- under the realm of G12 G19 ---\n", "0.182978723404\n", "\n", " --- under the realm of G12 G20 ---\n", "0.180857142857\n", "\n", " --- under the realm of G12 G21 ---\n", "0.152482269504\n", "\n", " --- under the realm of G12 G22 ---\n", "0.141549295775\n", "\n", " --- under the realm of G12 G23 ---\n", "0.142907801418\n", "\n", " --- under the realm of G12 G24 ---\n", "0.139473684211\n", "\n", " --- under the realm of G12 G25 ---\n", "0.206683743274\n", "\n", " --- under the realm of G12 G26 ---\n", "0.207703131253\n", "\n", " --- under the realm of G12 G27 ---\n", "0.207890804171\n", "\n", " --- under the realm of G12 G28 ---\n", "0.206718026666\n", "\n", " --- under the realm of G12 G29 ---\n", "0.206957808058\n", "\n", " --- under the realm of G12 G30 ---\n", "0.207027262217\n", "\n", " --- under the realm of G12 G31 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.184390968074\n", "\n", " --- under the realm of G12 G32 ---\n", "0.183039572789\n", "\n", " --- under the realm of G12 G33 ---\n", "0.181963381884\n", "\n", " --- under the realm of G12 G34 ---\n", "0.182905790133\n", "\n", " --- under the realm of G12 G35 ---\n", "0.182286967209\n", "\n", " --- under the realm of G12 G36 ---\n", "0.193622087133\n", "\n", " --- under the realm of G12 G37 ---\n", "0.190340351672\n", "\n", " --- under the realm of G12 G38 ---\n", "0.190407673861\n", "\n", " --- under the realm of G12 G39 ---\n", "0.192997407153\n", "\n", " --- under the realm of G12 G40 ---\n", "0.191397849462\n", "\n", " --- under the realm of G12 G41 ---\n", "0.165426348988\n", "\n", " --- under the realm of G12 G42 ---\n", "0.165961788971\n", "\n", " --- under the realm of G12 G43 ---\n", "0.159270516717\n", "\n", " --- under the realm of G12 G44 ---\n", "0.211631295003\n", "\n", " --- under the realm of G12 G45 ---\n", "0.212528824646\n", "\n", " --- under the realm of G12 G46 ---\n", "0.21266609398\n", "\n", " --- under the realm of G12 G47 ---\n", "0.212827110015\n", "\n", " --- under the realm of G12 G48 ---\n", "0.212558349384\n", "\n", " --- under the realm of G12 G49 ---\n", "0.21163816613\n", "\n", " --- under the realm of G12 G50 ---\n", "0.211675668385\n", "\n", " --- under the realm of G12 G51 ---\n", "0.212768805162\n", "\n", " --- under the realm of G12 G52 ---\n", "0.211881591816\n", "\n", " --- under the realm of G12 G53 ---\n", "0.212989521797\n", "\n", " --- under the realm of G12 G54 ---\n", "0.212000726241\n", "\n", " --- under the realm of G12 G55 ---\n", "0.211899891909\n", "\n", " --- under the realm of G12 G56 ---\n", "0.191761403621\n", "\n", " --- under the realm of G12 G57 ---\n", "0.190424475005\n", "\n", " --- under the realm of G12 G58 ---\n", "0.191112720819\n", "\n", " --- under the realm of G12 G59 ---\n", "0.19039404067\n", "\n", " --- under the realm of G12 G60 ---\n", "0.191116951034\n", "\n", " --- under the realm of G12 G61 ---\n", "0.189377453904\n", "\n", " --- under the realm of G12 G62 ---\n", "0.190993336135\n", "\n", " --- under the realm of G12 G63 ---\n", "0.189606523713\n", "\n", " --- under the realm of G12 G64 ---\n", "0.197623678232\n", "\n", " --- under the realm of G12 G65 ---\n", "0.199926988363\n", "\n", " --- under the realm of G12 G66 ---\n", "0.200153609831\n", "\n", " --- under the realm of G12 G67 ---\n", "0.200689049813\n", "\n", " --- under the realm of G12 G68 ---\n", "0.199984693097\n", "\n", " --- under the realm of G12 G69 ---\n", "0.197630588133\n", "\n", " --- under the realm of G12 G70 ---\n", "0.197697218422\n", "\n", " --- under the realm of G12 G71 ---\n", "0.200600287896\n", 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"0.216294037928\n", "\n", " --- under the realm of G12 G87 ---\n", "0.216133314237\n", "\n", " --- under the realm of G12 G88 ---\n", "0.216532468368\n", "\n", " --- under the realm of G12 G89 ---\n", "0.216175811057\n", "\n", " --- under the realm of G12 G90 ---\n", "0.21667524987\n", "\n", " --- under the realm of G12 G91 ---\n", "0.216350750806\n", "\n", " --- under the realm of G12 G92 ---\n", "0.216457183089\n", "\n", " --- under the realm of G12 G93 ---\n", "0.216366847005\n", "\n", " --- under the realm of G12 G94 ---\n", "0.216426042038\n", "\n", " --- under the realm of G12 G95 ---\n", "0.197290839226\n", "\n", " --- under the realm of G12 G96 ---\n", "0.197391901167\n", "\n", " --- under the realm of G12 G97 ---\n", "0.197392652982\n", "\n", " --- under the realm of G12 G98 ---\n", "0.197423509602\n", "\n", " --- under the realm of G12 G99 ---\n", "0.196549225959\n", "\n", " --- under the realm of G12 G100 ---\n", "0.195146759663\n", "\n", " --- under the realm of G12 G101 ---\n", "0.195846561755\n", "\n", " --- under the realm of G12 G102 ---\n", "0.195342882776\n", "\n", " --- under the realm of G12 G103 ---\n", "0.195431475031\n", "\n", " --- under the realm of G12 G104 ---\n", "0.203084028462\n", "\n", " --- under the realm of G12 G105 ---\n", "0.205322468055\n", "\n", " --- under the realm of G12 G106 ---\n", "0.205372959697\n", "\n", " --- under the realm of G12 G107 ---\n", "0.205841469681\n", "\n", " --- under the realm of G12 G108 ---\n", "0.205165917183\n", "\n", " --- under the realm of G12 G109 ---\n", "0.206115591398\n", "\n", " --- under the realm of G12 G110 ---\n", "0.206380115131\n", "\n", " --- under the realm of G12 G111 ---\n", "0.205107615681\n", "\n", " --- under the realm of G12 G112 ---\n", "0.205790978039\n", "\n", " --- under the realm of G12 G113 ---\n", "0.17695035461\n", "\n", " --- under the realm of G12 G114 ---\n", "0.219069847359\n", "\n", " --- under the realm of G12 G115 ---\n", "0.219056709238\n", "\n", " --- under the realm of G12 G116 ---\n", "0.219092809704\n", "\n", " --- under the realm of G12 G117 ---\n", "0.219256620159\n", "\n", " --- under the realm of G12 G118 ---\n", "0.219304754052\n", "\n", " --- under the realm of G12 G119 ---\n", "0.219279618032\n", "\n", " --- under the realm of G12 G120 ---\n", "0.218425072855\n", "\n", " --- under the realm of G12 G121 ---\n", "0.219115771636\n", "\n", " --- under the realm of G12 G122 ---\n", "0.219327769917\n", "\n", " --- under the realm of G12 G123 ---\n", "0.219542250789\n", "\n", " --- under the realm of G12 G124 ---\n", "0.219471745903\n", "\n", " --- under the realm of G12 G125 ---\n", "0.218225532477\n", "\n", " --- under the realm of G12 G126 ---\n", "0.219317026663\n", "\n", " --- under the realm of G12 G127 ---\n", "0.202414785071\n", "\n", " --- under the realm of G12 G128 ---\n", "0.202123227504\n", "\n", " --- under the realm of G12 G129 ---\n", "0.201897652443\n", "\n", " --- under the realm of G12 G130 ---\n", "0.200577980497\n", "\n", " --- under the realm of G12 G131 ---\n", "0.200216033055\n", "\n", " --- under the realm of G12 G132 ---\n", "0.201021848037\n", "\n", " --- under the realm of G12 G133 ---\n", "0.209342691118\n", "\n", " --- under the realm of G12 G134 ---\n", "0.209432454037\n", "\n", " --- under the realm of G12 G135 ---\n", "0.209387572577\n", "\n", " --- under the realm of G12 G136 ---\n", "0.210752688172\n", "\n", " --- under the realm of G12 G137 ---\n", "0.210390045947\n", "\n", " --- under the realm of G12 G138 ---\n", "0.209866368532\n", "\n", " --- under the realm of G12 G139 ---\n", "0.209911249992\n", "\n", " --- under the realm of G12 G140 ---\n", "0.207330753421\n", "\n", " --- under the realm of G12 G141 ---\n", "0.188408422006\n", "\n", " --- under the realm of G12 G142 ---\n", "0.188489208633\n", "\n", " --- under the realm of G12 G143 ---\n", "0.189677419355\n", "\n", " --- under the realm of G12 G144 ---\n", "0.185786720322\n", "\n", " --- under the realm of G12 G145 ---\n", "0.220856986864\n", "\n", " --- under the realm of G12 G146 ---\n", "0.221162914439\n", "\n", " --- under the realm of G12 G147 ---\n", "0.221299336732\n", "\n", " --- under the realm of G12 G148 ---\n", "0.221510754627\n", "\n", " --- under the realm of G12 G149 ---\n", "0.221294526899\n", "\n", " --- under the realm of G12 G150 ---\n", "0.220709416348\n", "\n", " --- under the realm of G12 G151 ---\n", "0.221320002834\n", "\n", " --- under the realm of G12 G152 ---\n", "0.220709381832\n", "\n", " --- under the realm of G12 G153 ---\n", "0.220533416034\n", "\n", " --- under the realm of G12 G154 ---\n", "0.220576767302\n", "\n", " --- under the realm of G12 G155 ---\n", "0.220801677822\n", "\n", " --- under the realm of G12 G156 ---\n", "0.220538971585\n", "\n", " --- under the realm of G12 G157 ---\n", "0.221438708404\n", "\n", " --- under the realm of G12 G158 ---\n", "0.206002536754\n", "\n", " --- under the realm of G12 G159 ---\n", "0.204334031458\n", "\n", " --- under the realm of G12 G160 ---\n", "0.205424809816\n", "\n", " --- under the realm of G12 G161 ---\n", "0.205608802249\n", "\n", " --- under the realm of G12 G162 ---\n", "0.205813995261\n", "\n", " --- under the realm of G12 G163 ---\n", "0.204893709966\n", "\n", " --- under the realm of G12 G164 ---\n", "0.205098664977\n", "\n", " --- under the realm of G12 G165 ---\n", "0.21234235893\n", "\n", " --- under the realm of G12 G166 ---\n", "0.21072811513\n", "\n", " --- under the realm of G12 G167 ---\n", "0.189462201824\n", "\n", " --- under the realm of G12 G168 ---\n", "0.190523283626\n", "\n", " --- under the realm of G12 G169 ---\n", "0.222993955678\n", "\n", " --- under the realm of G12 G170 ---\n", "0.223246071922\n", "\n", " --- under the realm of G12 G171 ---\n", "0.223550586219\n", "\n", " --- under the realm of G12 G172 ---\n", "0.223440951947\n", "\n", " --- under the realm of G12 G173 ---\n", "0.217961305196\n", "\n", " --- under the realm of G12 G174 ---\n", "0.223123464401\n", "\n", " --- under the realm of G12 G175 ---\n", "0.223114719249\n", "\n", " --- under the realm of G12 G176 ---\n", "0.223200016014\n", "\n", " --- under the realm of G12 G177 ---\n", "0.2230975467\n", "\n", " --- under the realm of G12 G178 ---\n", "0.223119091825\n", "\n", " --- under the realm of G12 G179 ---\n", "0.222581652707\n", "\n", " --- under the realm of G12 G180 ---\n", "0.216464600488\n", "\n", " --- under the realm of G12 G181 ---\n", "0.215157408659\n", "\n", " --- under the realm of G12 G182 ---\n", "0.215166203079\n", "\n", " --- under the realm of G12 G183 ---\n", "0.215192969098\n", "\n", " --- under the realm of G12 G184 ---\n", "0.213507772846\n", "--- marginalized kernel matrix of size 185 built in 44.71111083030701 seconds ---\n", "\n", " --- under the realm of G13 G13 ---\n", "0.163031560481\n", "\n", " --- under the realm of G13 G14 ---\n", "0.161823942827\n", "\n", " --- under the realm of G13 G15 ---\n", "0.165251531658\n", "\n", " --- under the realm of G13 G16 ---\n", "0.156111040454\n", "\n", " --- under the realm of G13 G17 ---\n", "0.154761904762\n", "\n", " --- under the realm of G13 G18 ---\n", "0.151733333333\n", "\n", " --- under the realm of G13 G19 ---\n", "0.154497354497\n", "\n", " --- under the realm of G13 G20 ---\n", "0.152482269504\n", "\n", " --- under the realm of G13 G21 ---\n", "0.128747795414\n", "\n", " --- under the realm of G13 G22 ---\n", "0.118713450292\n", "\n", " --- under the realm of G13 G23 ---\n", "0.119929453263\n", "\n", " --- under the realm of G13 G24 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.116797900262\n", "\n", " --- under the realm of G13 G25 ---\n", "0.179520230392\n", "\n", " --- under the realm of G13 G26 ---\n", "0.181334548724\n", "\n", " --- under the realm of G13 G27 ---\n", "0.18183183476\n", "\n", " --- under the realm of G13 G28 ---\n", "0.179546584876\n", "\n", " --- under the realm of G13 G29 ---\n", "0.180082934067\n", "\n", " --- under the realm of G13 G30 ---\n", "0.180315786152\n", "\n", " --- under the realm of G13 G31 ---\n", "0.165251531658\n", "\n", " --- under the realm of G13 G32 ---\n", "0.163443291735\n", "\n", " --- under the realm of G13 G33 ---\n", "0.161823921437\n", "\n", " --- under the realm of G13 G34 ---\n", "0.163408105203\n", "\n", " --- under the realm of G13 G35 ---\n", "0.162355575746\n", "\n", " --- under the realm of G13 G36 ---\n", "0.163664677849\n", "\n", " --- under the realm of G13 G37 ---\n", "0.160517547912\n", "\n", " --- under the realm of G13 G38 ---\n", "0.160576351753\n", "\n", " --- under the realm of G13 G39 ---\n", "0.163040564374\n", "\n", " --- under the realm of G13 G40 ---\n", "0.161555555556\n", "\n", " --- under the realm of G13 G41 ---\n", "0.139749055178\n", "\n", " --- under the realm of G13 G42 ---\n", "0.140284009585\n", "\n", " --- under the realm of G13 G43 ---\n", "0.134164777022\n", "\n", " --- under the realm of G13 G44 ---\n", "0.18306121542\n", "\n", " --- under the realm of G13 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of G13 G75 ---\n", "0.148\n", "\n", " --- under the realm of G13 G76 ---\n", "0.148936170213\n", "\n", " --- under the realm of G13 G77 ---\n", "0.148405010323\n", "\n", " --- under the realm of G13 G78 ---\n", "0.148468085106\n", "\n", " --- under the realm of G13 G79 ---\n", "0.148613756614\n", "\n", " --- under the realm of G13 G80 ---\n", "0.143929267613\n", "\n", " --- under the realm of G13 G81 ---\n", "0.142492605091\n", "\n", " --- under the realm of G13 G82 ---\n", "0.185716293172\n", "\n", " --- under the realm of G13 G83 ---\n", "0.18708892903\n", "\n", " --- under the realm of G13 G84 ---\n", "0.187182401883\n", "\n", " --- under the realm of G13 G85 ---\n", "0.187555350585\n", "\n", " --- under the realm of G13 G86 ---\n", "0.187202154556\n", "\n", " --- under the realm of G13 G87 ---\n", "0.187092213086\n", "\n", " --- under the realm of G13 G88 ---\n", "0.187778790737\n", "\n", " --- under the realm of G13 G89 ---\n", "0.187123862499\n", "\n", " --- under the realm of 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under the realm of G13 G164 ---\n", "0.179946393961\n", "\n", " --- under the realm of G13 G165 ---\n", "0.179559809257\n", "\n", " --- under the realm of G13 G166 ---\n", "0.178032245693\n", "\n", " --- under the realm of G13 G167 ---\n", "0.159958537116\n", "\n", " --- under the realm of G13 G168 ---\n", "0.161027417027\n", "\n", " --- under the realm of G13 G169 ---\n", "0.191783224918\n", "\n", " --- under the realm of G13 G170 ---\n", "0.192255638322\n", "\n", " --- under the realm of G13 G171 ---\n", "0.192560989811\n", "\n", " --- under the realm of G13 G172 ---\n", "0.192485074016\n", "\n", " --- under the realm of G13 G173 ---\n", "0.18936968886\n", "\n", " --- under the realm of G13 G174 ---\n", "0.191865729303\n", "\n", " --- under the realm of G13 G175 ---\n", "0.191860952501\n", "\n", " --- under the realm of G13 G176 ---\n", "0.192122989727\n", "\n", " --- under the realm of G13 G177 ---\n", "0.191851754397\n", "\n", " --- under the realm of G13 G178 ---\n", "0.191863340902\n", "\n", " --- under the realm of G13 G179 ---\n", "0.191097447732\n", "\n", " --- under the realm of G13 G180 ---\n", "0.183213363077\n", "\n", " --- under the realm of G13 G181 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.181954794629\n", "\n", " --- under the realm of G13 G182 ---\n", "0.181961096564\n", "\n", " --- under the realm of G13 G183 ---\n", "0.181986165666\n", "\n", " --- under the realm of G13 G184 ---\n", "0.180420321176\n", "--- marginalized kernel matrix of size 185 built in 49.51042652130127 seconds ---\n", "\n", " --- under the realm of G14 G14 ---\n", "0.161153065455\n", "\n", " --- under the realm of G14 G15 ---\n", "0.164879656352\n", "\n", " --- under the realm of G14 G16 ---\n", "0.15715970884\n", "\n", " --- under the realm of G14 G17 ---\n", "0.156211931996\n", "\n", " --- under the realm of G14 G18 ---\n", "0.150089605735\n", "\n", " --- under the realm of G14 G19 ---\n", "0.152482269504\n", "\n", " --- under the 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G16 G17 ---\n", "0.168110794223\n", "\n", " --- under the realm of G16 G18 ---\n", "0.141181657848\n", "\n", " --- under the realm of G16 G19 ---\n", "0.142456140351\n", "\n", " --- under the realm of G16 G20 ---\n", "0.141549295775\n", "\n", " --- under the realm of G16 G21 ---\n", "0.118713450292\n", "\n", " --- under the realm of G16 G22 ---\n", "0.114413364413\n", "\n", " --- under the realm of G16 G23 ---\n", "0.114912280702\n", "\n", " --- under the realm of G16 G24 ---\n", "0.113583478767\n", "\n", " --- under the realm of G16 G25 ---\n", "0.175372389875\n", "\n", " --- under the realm of G16 G26 ---\n", "0.173428026451\n", "\n", " --- under the realm of G16 G27 ---\n", "0.172808668971\n", "\n", " --- under the realm of G16 G28 ---\n", "0.175365388301\n", "\n", " --- under the realm of G16 G29 ---\n", "0.174720201016\n", "\n", " --- under the realm of G16 G30 ---\n", "0.17440544626\n", "\n", " --- under the realm of G16 G31 ---\n", "0.167311111488\n", "\n", " --- under the realm 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"0.177882994639\n", "\n", " --- under the realm of G16 G151 ---\n", "0.177100433094\n", "\n", " --- under the realm of G16 G152 ---\n", "0.177882992316\n", "\n", " --- under the realm of G16 G153 ---\n", "0.178273053269\n", "\n", " --- under the realm of G16 G154 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.178271344435\n", "\n", " --- under the realm of G16 G155 ---\n", "0.17769004061\n", "\n", " --- under the realm of G16 G156 ---\n", "0.178273683056\n", "\n", " --- under the realm of G16 G157 ---\n", "0.176545563156\n", "\n", " --- under the realm of G16 G158 ---\n", "0.167344808221\n", "\n", " --- under the realm of G16 G159 ---\n", "0.17419719619\n", "\n", " --- under the realm of G16 G160 ---\n", "0.172083853732\n", "\n", " --- under the realm of G16 G161 ---\n", "0.172069690262\n", "\n", " --- under the realm of G16 G162 ---\n", "0.17139431791\n", "\n", " --- under the realm of G16 G163 ---\n", "0.172584138559\n", "\n", " --- under the realm of G16 G164 ---\n", "0.171908840927\n", "\n", " --- under the realm of G16 G165 ---\n", "0.162592062467\n", "\n", " --- under the realm of G16 G166 ---\n", "0.161907105503\n", "\n", " --- under the realm of G16 G167 ---\n", "0.146407003158\n", "\n", " --- under the realm of G16 G168 ---\n", "0.146927503945\n", "\n", " --- under the realm of G16 G169 ---\n", "0.177609747817\n", "\n", " --- under the realm of G16 G170 ---\n", "0.177098303536\n", "\n", " --- under the realm of G16 G171 ---\n", "0.176914702398\n", "\n", " --- under the realm of G16 G172 ---\n", "0.176924922158\n", "\n", " --- under the realm of G16 G173 ---\n", "0.173964575248\n", "\n", " --- under the realm of G16 G174 ---\n", "0.177606808531\n", "\n", " --- under the realm of G16 G175 ---\n", "0.177605606303\n", "\n", " --- under the realm of G16 G176 ---\n", "0.177266300857\n", "\n", " --- under the realm of G16 G177 ---\n", "0.177603942128\n", "\n", " --- under the realm of G16 G178 ---\n", "0.177606207417\n", "\n", " --- under the realm of G16 G179 ---\n", "0.178314003362\n", "\n", " --- under the realm of G16 G180 ---\n", "0.165040584716\n", "\n", " --- under the realm of G16 G181 ---\n", "0.164460331967\n", "\n", " --- under the realm of G16 G182 ---\n", "0.16446227987\n", "\n", " --- under the realm of G16 G183 ---\n", "0.164471154621\n", "\n", " --- under the realm of G16 G184 ---\n", "0.16379046987\n", "--- marginalized kernel matrix of size 185 built in 64.53538203239441 seconds ---\n", "\n", " --- under the realm of G17 G17 ---\n", "0.169546436285\n", "\n", " --- under the realm of G17 G18 ---\n", "0.139196310935\n", "\n", " --- under the realm of G17 G19 ---\n", "0.140157480315\n", "\n", " --- under the realm of G17 G20 ---\n", "0.139473684211\n", "\n", " --- under the realm of G17 G21 ---\n", "0.116797900262\n", "\n", " --- under the realm of G17 G22 ---\n", "0.113583478767\n", "\n", " --- under the realm of G17 G23 ---\n", "0.113954505687\n", "\n", " --- under the realm of G17 G24 ---\n", 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"0.222404248018\n", "\n", " --- under the realm of G18 G181 ---\n", "0.222300804437\n", "\n", " --- under the realm of G18 G182 ---\n", "0.222307301918\n", "\n", " --- under the realm of G18 G183 ---\n", "0.222339513048\n", "\n", " --- under the realm of G18 G184 ---\n", "0.221871246139\n", "--- marginalized kernel matrix of size 185 built in 73.01038122177124 seconds ---\n", "\n", " --- under the realm of G19 G19 ---\n", "0.202396313364\n", "\n", " --- under the realm of G19 G20 ---\n", "0.200754975978\n", "\n", " --- under the realm of G19 G21 ---\n", "0.17659047619\n", "\n", " --- under the realm of G19 G22 ---\n", "0.171601584607\n", "\n", " --- under the realm of G19 G23 ---\n", "0.172503840246\n", "\n", " --- under the realm of G19 G24 ---\n", "0.170060056277\n", "\n", " --- under the realm of G19 G25 ---\n", "0.192621057494\n", "\n", " --- under the realm of G19 G26 ---\n", "0.195648677249\n", "\n", " --- under the realm of G19 G27 ---\n", "0.196397613419\n", "\n", " --- under the realm of G19 G28 ---\n", "0.192691622103\n", "\n", " --- under the realm of G19 G29 ---\n", "0.193532672602\n", "\n", " --- under the realm of G19 G30 ---\n", "0.193866666667\n", "\n", " --- under the realm of G19 G31 ---\n", "0.160997732426\n", "\n", " --- under the realm of G19 G32 ---\n", "0.157823129252\n", "\n", " --- under the realm of G19 G33 ---\n", "0.155102040816\n", "\n", " --- under the realm of G19 G34 ---\n", "0.157776706483\n", "\n", " --- under the realm of G19 G35 ---\n", "0.156009070295\n", "\n", " --- under the realm of G19 G36 ---\n", "0.210229761088\n", "\n", " --- under the realm of G19 G37 ---\n", "0.207600919066\n", "\n", " --- under the realm of G19 G38 ---\n", "0.207627508481\n", "\n", " --- under the realm of G19 G39 ---\n", "0.209656528418\n", "\n", " --- under the realm of G19 G40 ---\n", "0.208511827957\n", "\n", " --- under the realm of G19 G41 ---\n", "0.186515535351\n", "\n", " --- under the realm of G19 G42 ---\n", "0.187026983172\n", "\n", " --- 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---\n", "0.185782594937\n", "\n", " --- under the realm of G19 G133 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.221604092804\n", "\n", " --- under the realm of G19 G134 ---\n", "0.221639545359\n", "\n", " --- under the realm of G19 G135 ---\n", "0.221621819082\n", "\n", " --- under the realm of G19 G136 ---\n", "0.222818637993\n", "\n", " --- under the realm of G19 G137 ---\n", "0.222458240687\n", "\n", " --- under the realm of G19 G138 ---\n", "0.222031166746\n", "\n", " --- under the realm of G19 G139 ---\n", "0.222048893023\n", "\n", " --- under the realm of G19 G140 ---\n", "0.220121854793\n", "\n", " --- under the realm of G19 G141 ---\n", "0.204222747837\n", "\n", " --- under the realm of G19 G142 ---\n", "0.204260672894\n", "\n", " --- under the realm of G19 G143 ---\n", "0.205367710843\n", "\n", " --- under the realm of G19 G144 ---\n", "0.204361088032\n", "\n", " --- under the realm of G19 G145 ---\n", "0.214564317673\n", "\n", " --- under the realm of G19 G146 ---\n", "0.215471771108\n", "\n", " --- under the realm of G19 G147 ---\n", "0.215666958229\n", "\n", " --- under the realm of G19 G148 ---\n", "0.216414323733\n", "\n", " --- under the realm of G19 G149 ---\n", "0.215662798952\n", "\n", " --- under the realm of G19 G150 ---\n", "0.214196245903\n", "\n", " --- under the realm of G19 G151 ---\n", "0.215709296995\n", "\n", " --- under the realm of G19 G152 ---\n", "0.214196223696\n", "\n", " --- under the realm of G19 G153 ---\n", "0.213638694832\n", "\n", " --- under the realm of G19 G154 ---\n", "0.213701903443\n", "\n", " --- under the realm of G19 G155 ---\n", "0.214478478532\n", "\n", " --- under the realm of G19 G156 ---\n", "0.213643737773\n", "\n", " --- under the realm of G19 G157 ---\n", "0.216313412928\n", "\n", " --- under the realm of G19 G158 ---\n", "0.19749165421\n", "\n", " --- under the realm of G19 G159 ---\n", "0.189456435843\n", "\n", " --- under the realm of G19 G160 ---\n", "0.192697435508\n", "\n", " --- under the realm of G19 G161 ---\n", "0.192993423598\n", "\n", " --- under the realm of G19 G162 ---\n", "0.193810444874\n", "\n", " --- under the realm of G19 G163 ---\n", "0.191501298701\n", "\n", " --- under the realm of G19 G164 ---\n", "0.192318319978\n", "\n", " --- under the realm of G19 G165 ---\n", "0.223870037977\n", "\n", " --- under the realm of G19 G166 ---\n", "0.222625799031\n", "\n", " --- under the realm of G19 G167 ---\n", "0.206825636048\n", "\n", " --- under the realm of G19 G168 ---\n", "0.207769417679\n", "\n", " --- under the realm of G19 G169 ---\n", "0.218170819255\n", "\n", " --- under the realm of G19 G170 ---\n", "0.218937227059\n", "\n", " --- under the realm of G19 G171 ---\n", "0.219543023821\n", "\n", " --- under the realm of G19 G172 ---\n", "0.219357817936\n", "\n", " --- under the realm of G19 G173 ---\n", "0.212100108989\n", "\n", " --- under the realm of G19 G174 ---\n", "0.218353315877\n", "\n", " --- under the realm of G19 G175 ---\n", "0.218345753554\n", "\n", " --- under the realm of G19 G176 ---\n", "0.218738114964\n", "\n", " --- under the realm of G19 G177 ---\n", "0.218329604326\n", "\n", " --- under the realm of G19 G178 ---\n", "0.218349534716\n", "\n", " --- under the realm of G19 G179 ---\n", "0.217011230389\n", "\n", " --- under the realm of G19 G180 ---\n", "0.226949649585\n", "\n", " --- under the realm of G19 G181 ---\n", "0.225888382058\n", "\n", " --- under the realm of G19 G182 ---\n", "0.225893879874\n", "\n", " --- under the realm of G19 G183 ---\n", "0.225902499954\n", "\n", " --- under the realm of G19 G184 ---\n", "0.224674480094\n", "--- marginalized kernel matrix of size 185 built in 76.82132983207703 seconds ---\n", "\n", " --- under the realm of G20 G20 ---\n", "0.199942446043\n", "\n", " --- under the realm of G20 G21 ---\n", "0.175141861842\n", "\n", " --- under the realm of G20 G22 ---\n", "0.173149254243\n", "\n", " --- under the realm of G20 G23 ---\n", "0.173865645951\n", "\n", " --- 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--- under the realm of G20 G39 ---\n", "0.207703131253\n", "\n", " --- under the realm of G20 G40 ---\n", "0.207027262217\n", "\n", " --- under the realm of G20 G41 ---\n", "0.184766968871\n", "\n", " --- under the realm of G20 G42 ---\n", "0.18497537908\n", "\n", " --- under the realm of G20 G43 ---\n", "0.184390968074\n", "\n", " --- under the realm of G20 G44 ---\n", "0.197623678232\n", "\n", " --- under the realm of G20 G45 ---\n", "0.199926988363\n", "\n", " --- under the realm of G20 G46 ---\n", "0.200153609831\n", "\n", " --- under the realm of G20 G47 ---\n", "0.200689049813\n", "\n", " --- under the realm of G20 G48 ---\n", "0.199984693097\n", "\n", " --- under the realm of G20 G49 ---\n", "0.197630588133\n", "\n", " --- under the realm of G20 G50 ---\n", "0.197697218422\n", "\n", " --- under the realm of G20 G51 ---\n", "0.200600287896\n", "\n", " --- under the realm of G20 G52 ---\n", "0.198313431535\n", "\n", " --- under the realm of G20 G53 ---\n", "0.201224489796\n", 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"0.179605937509\n", "\n", " --- under the realm of G21 G168 ---\n", "0.180434224132\n", "\n", " --- under the realm of G21 G169 ---\n", "0.181809016046\n", "\n", " --- under the realm of G21 G170 ---\n", "0.182447689216\n", "\n", " --- under the realm of G21 G171 ---\n", "0.182952519851\n", "\n", " --- under the realm of G21 G172 ---\n", "0.182798181613\n", "\n", " --- under the realm of G21 G173 ---\n", "0.176750090825\n", "\n", " --- under the realm of G21 G174 ---\n", "0.181961096564\n", "\n", " --- under the realm of G21 G175 ---\n", "0.181954794629\n", "\n", " --- under the realm of G21 G176 ---\n", "0.18228176247\n", "\n", " --- under the realm of G21 G177 ---\n", "0.181941336938\n", "\n", " --- under the realm of G21 G178 ---\n", "0.181957945597\n", "\n", " --- under the realm of G21 G179 ---\n", "0.18084269199\n", "\n", " --- under the realm of G21 G180 ---\n", "0.192792554018\n", "\n", " --- under the realm of G21 G181 ---\n", "0.191860952501\n", "\n", " --- under the realm of G21 G182 ---\n", "0.191865729303\n", "\n", " --- under the realm of G21 G183 ---\n", "0.191874953505\n", "\n", " --- under the realm of G21 G184 ---\n", "0.190784875058\n", "--- marginalized kernel matrix of size 185 built in 85.16140222549438 seconds ---\n", "\n", " --- under the realm of G22 G22 ---\n", "0.167198966784\n", "\n", " --- under the realm of G22 G23 ---\n", "0.166736878552\n", "\n", " --- under the realm of G22 G24 ---\n", "0.168110794223\n", "\n", " --- under the realm of G22 G25 ---\n", "0.14809530845\n", "\n", " --- under the realm of G22 G26 ---\n", "0.149230328909\n", "\n", " --- under the realm of G22 G27 ---\n", "0.149536693847\n", "\n", " --- under the realm of G22 G28 ---\n", "0.148115429918\n", "\n", " --- under the realm of G22 G29 ---\n", "0.148447054575\n", "\n", " --- under the realm of G22 G30 ---\n", "0.148589065256\n", "\n", " --- under the realm of G22 G31 ---\n", "0.125563909774\n", "\n", " --- under the realm of G22 G32 ---\n", "0.124436090226\n", 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---\n", "0.132556030128\n", "\n", " --- under the realm of G22 G63 ---\n", "0.131100660127\n", "\n", " --- under the realm of G22 G64 ---\n", "0.176408299454\n", "\n", " --- under the realm of G22 G65 ---\n", "0.174744428607\n", "\n", " --- under the realm of G22 G66 ---\n", "0.174732629963\n", "\n", " --- under the realm of G22 G67 ---\n", "0.174202038747\n", "\n", " --- under the realm of G22 G68 ---\n", "0.174738690364\n", "\n", " --- under the realm of G22 G69 ---\n", "0.176409237627\n", "\n", " --- under the realm of G22 G70 ---\n", "0.17640412901\n", "\n", " --- under the realm of G22 G71 ---\n", "0.174204418195\n", "\n", " --- under the realm of G22 G72 ---\n", "0.173943651332\n", "\n", " --- under the realm of G22 G73 ---\n", "0.173677173288\n", "\n", " --- under the realm of G22 G74 ---\n", "0.175842355129\n", "\n", " --- under the realm of G22 G75 ---\n", "0.162738871701\n", "\n", " --- under the realm of G22 G76 ---\n", "0.161987335096\n", "\n", " --- under the realm of G22 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G92 ---\n", "0.157982945852\n", "\n", " --- under the realm of G22 G93 ---\n", "0.157860626428\n", "\n", " --- under the realm of G22 G94 ---\n", "0.157886212882\n", "\n", " --- under the realm of G22 G95 ---\n", "0.138349990202\n", "\n", " --- under the realm of G22 G96 ---\n", "0.138888888889\n", "\n", " --- under the realm of G22 G97 ---\n", "0.138725425178\n", "\n", " --- under the realm of G22 G98 ---\n", "0.13874063092\n", "\n", " --- under the realm of G22 G99 ---\n", "0.138109161793\n", "\n", " --- under the realm of G22 G100 ---\n", "0.136586321772\n", "\n", " --- under the realm of G22 G101 ---\n", "0.13734743778\n", "\n", " --- under the realm of G22 G102 ---\n", "0.136823770898\n", "\n", " --- under the realm of G22 G103 ---\n", "0.136860053527\n", "\n", " --- under the realm of G22 G104 ---\n", "0.177185288388\n", "\n", " --- under the realm of G22 G105 ---\n", "0.175721406453\n", "\n", " --- under the realm of G22 G106 ---\n", "0.175716386093\n", "\n", " --- under the realm of G22 G107 ---\n", "0.175252202963\n", "\n", " --- under the realm of G22 G108 ---\n", "0.175725943738\n", "\n", " --- under the realm of G22 G109 ---\n", "0.175021102717\n", "\n", " --- under the realm of G22 G110 ---\n", "0.174790054108\n", "\n", " --- under the realm of G22 G111 ---\n", "0.175730175038\n", "\n", " --- under the realm of G22 G112 ---\n", "0.175257148384\n", "\n", " --- under the realm of G22 G113 ---\n", "0.17036722631\n", "\n", " --- under the realm of G22 G114 ---\n", "0.16042337423\n", "\n", " --- under the realm of G22 G115 ---\n", "0.160420462429\n", "\n", " --- under the realm of G22 G116 ---\n", "0.160436788542\n", "\n", " --- under the realm of G22 G117 ---\n", "0.160657871646\n", "\n", " --- under the realm of G22 G118 ---\n", "0.160752545434\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " --- under the realm of G22 G119 ---\n", "0.160671285958\n", "\n", " --- under the realm of G22 G120 ---\n", "0.159843447647\n", "\n", " --- under the realm of G22 G121 ---\n", "0.160450202853\n", "\n", " --- under the realm of G22 G122 ---\n", "0.160765959745\n", "\n", " --- under the realm of G22 G123 ---\n", "0.161081716637\n", "\n", " --- under the realm of G22 G124 ---\n", "0.160978114238\n", "\n", " --- under the realm of G22 G125 ---\n", "0.159605215607\n", "\n", " --- under the realm of G22 G126 ---\n", "0.160687886084\n", "\n", " --- under the realm of G22 G127 ---\n", "0.144973544974\n", "\n", " --- under the realm of G22 G128 ---\n", "0.143530647756\n", "\n", " --- under the realm of G22 G129 ---\n", "0.14316300983\n", "\n", " --- under the realm of G22 G130 ---\n", "0.141764669124\n", "\n", " --- under the realm of G22 G131 ---\n", "0.141726998352\n", "\n", " --- under the realm of G22 G132 ---\n", "0.142560062423\n", "\n", " --- under the realm of G22 G133 ---\n", "0.176490454834\n", "\n", " --- under the realm of G22 G134 ---\n", "0.176481529941\n", "\n", " --- under the realm of G22 G135 ---\n", 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G22 G150 ---\n", "0.16212070588\n", "\n", " --- under the realm of G22 G151 ---\n", "0.162656845212\n", "\n", " --- under the realm of G22 G152 ---\n", "0.162120702099\n", "\n", " --- under the realm of G22 G153 ---\n", "0.161907105503\n", "\n", " --- under the realm of G22 G154 ---\n", "0.161924234028\n", "\n", " --- under the realm of G22 G155 ---\n", "0.162228375974\n", "\n", " --- under the realm of G22 G156 ---\n", "0.161908337697\n", "\n", " --- under the realm of G22 G157 ---\n", "0.162913828728\n", "\n", " --- under the realm of G22 G158 ---\n", "0.148417358255\n", "\n", " --- under the realm of G22 G159 ---\n", "0.145504751023\n", "\n", " --- under the realm of G22 G160 ---\n", "0.146724515429\n", "\n", " --- under the realm of G22 G161 ---\n", "0.146806201971\n", "\n", " --- under the realm of G22 G162 ---\n", "0.147140418267\n", "\n", " --- under the realm of G22 G163 ---\n", "0.146289545412\n", "\n", " --- under the realm of G22 G164 ---\n", "0.146623761709\n", "\n", " --- under the realm of G22 G165 ---\n", "0.177108311199\n", "\n", " --- under the realm of G22 G166 ---\n", "0.178273053269\n", "\n", " --- under the realm of G22 G167 ---\n", "0.172870153559\n", "\n", " --- under the realm of G22 G168 ---\n", "0.171691532751\n", "\n", " --- under the realm of G22 G169 ---\n", "0.164413158113\n", "\n", " --- under the realm of G22 G170 ---\n", "0.164705976248\n", "\n", " --- under the realm of G22 G171 ---\n", "0.164899882214\n", "\n", " --- under the realm of G22 G172 ---\n", "0.164848394835\n", "\n", " --- under the realm of G22 G173 ---\n", "0.158989528992\n", "\n", " --- under the realm of G22 G174 ---\n", "0.16446227987\n", "\n", " --- under the realm of G22 G175 ---\n", "0.164460331967\n", "\n", " --- under the realm of G22 G176 ---\n", "0.164623644182\n", "\n", " --- under the realm of G22 G177 ---\n", "0.164456536033\n", "\n", " --- under the realm of G22 G178 ---\n", "0.164461305918\n", "\n", " --- under the realm of G22 G179 ---\n", "0.163984648655\n", "\n", " --- under the realm of G22 G180 ---\n", "0.17658937669\n", "\n", " --- under the realm of G22 G181 ---\n", "0.177605606303\n", "\n", " --- under the realm of G22 G182 ---\n", "0.177606808531\n", "\n", " --- under the realm of G22 G183 ---\n", "0.177601974806\n", "\n", " --- under the realm of G22 G184 ---\n", "0.178668604196\n", "--- marginalized kernel matrix of size 185 built in 89.7324891090393 seconds ---\n", "\n", " --- under the realm of G23 G23 ---\n", "0.166475954792\n", "\n", " --- under the realm of G23 G24 ---\n", "0.16739584901\n", "\n", " --- under the realm of G23 G25 ---\n", "0.1497032184\n", "\n", " --- under the realm of G23 G26 ---\n", "0.150964726631\n", "\n", " --- under the realm of G23 G27 ---\n", "0.151276783369\n", "\n", " --- under the realm of G23 G28 ---\n", "0.149732620321\n", "\n", " --- under the realm of G23 G29 ---\n", "0.150083058029\n", "\n", " --- under the realm of G23 G30 ---\n", "0.150222222222\n", "\n", " --- under the realm of G23 G31 ---\n", "0.126606198035\n", "\n", " --- under the realm of G23 G32 ---\n", "0.125283446712\n", "\n", " --- under the realm of G23 G33 ---\n", "0.124149659864\n", "\n", " --- under the realm of G23 G34 ---\n", "0.125264103892\n", "\n", " --- under the realm of G23 G35 ---\n", "0.124527588813\n", "\n", " --- under the realm of G23 G36 ---\n", "0.174122040318\n", "\n", " --- under the realm of G23 G37 ---\n", "0.176435890748\n", "\n", " --- under the realm of G23 G38 ---\n", "0.176446818434\n", "\n", " --- under the realm of G23 G39 ---\n", "0.174722478239\n", "\n", " --- under the realm of G23 G40 ---\n", "0.175520758771\n", "\n", " --- under the realm of G23 G41 ---\n", "0.161048081607\n", "\n", " --- under the realm of G23 G42 ---\n", "0.160634202518\n", "\n", " --- under the realm of G23 G43 ---\n", "0.167691489107\n", "\n", " --- under the realm of G23 G44 ---\n", "0.15481557408\n", "\n", " --- under the realm of G23 G45 ---\n", "0.155905857646\n", "\n", " --- under the realm of G23 G46 ---\n", "0.156\n", "\n", " --- under the realm of G23 G47 ---\n", "0.156267477204\n", "\n", " --- under the realm of G23 G48 ---\n", "0.155931059292\n", "\n", " --- under the realm of G23 G49 ---\n", "0.154818049841\n", "\n", " --- under the realm of G23 G50 ---\n", "0.154846342827\n", "\n", " --- under the realm of G23 G51 ---\n", "0.15623143447\n", "\n", " --- under the realm of G23 G52 ---\n", "0.155146904681\n", "\n", " --- under the realm of G23 G53 ---\n", "0.156534954407\n", "\n", " --- under the realm of G23 G54 ---\n", "0.155310011685\n", "\n", " --- under the realm of G23 G55 ---\n", "0.155163279068\n", "\n", " --- under the realm of G23 G56 ---\n", "0.134464633807\n", "\n", " --- under the realm of G23 G57 ---\n", "0.132710557533\n", "\n", " --- under the realm of G23 G58 ---\n", "0.133763227513\n", "\n", " --- under the realm of G23 G59 ---\n", "0.132682695261\n", "\n", " --- under the realm of G23 G60 ---\n", "0.133600877193\n", "\n", " --- under the 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under the realm of G24 G178 ---\n", "0.161178940858\n", "\n", " --- under the realm of G24 G179 ---\n", "0.160822025781\n", "\n", " --- under the realm of G24 G180 ---\n", "0.173318532674\n", "\n", " --- under the realm of G24 G181 ---\n", "0.174693889057\n", "\n", " --- under the realm of G24 G182 ---\n", "0.174693749279\n", "\n", " --- under the realm of G24 G183 ---\n", "0.174692784484\n", "\n", " --- under the realm of G24 G184 ---\n", "0.176109926471\n", "--- marginalized kernel matrix of size 185 built in 98.85470461845398 seconds ---\n", "\n", " --- under the realm of G25 G25 ---\n", "0.214862498839\n", "\n", " --- under the realm of G25 G26 ---\n", "0.216009903363\n", "\n", " --- under the realm of G25 G27 ---\n", "0.216069494688\n", "\n", " --- under the realm of G25 G28 ---\n", "0.214945922965\n", "\n", " --- under the realm of G25 G29 ---\n", "0.215114741764\n", "\n", " --- under the realm of G25 G30 ---\n", "0.215089758417\n", "\n", " --- under the realm of G25 G31 ---\n", 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---\n", "0.222016318971\n", "\n", " --- under the realm of G25 G47 ---\n", "0.222067452604\n", "\n", " --- under the realm of G25 G48 ---\n", "0.221802697013\n", "\n", " --- under the realm of G25 G49 ---\n", "0.220722427444\n", "\n", " --- under the realm of G25 G50 ---\n", "0.220805699325\n", "\n", " --- under the realm of G25 G51 ---\n", "0.221955360527\n", "\n", " --- under the realm of G25 G52 ---\n", "0.220951395903\n", "\n", " --- under the realm of G25 G53 ---\n", "0.222121094865\n", "\n", " --- under the realm of G25 G54 ---\n", "0.221060999434\n", "\n", " --- under the realm of G25 G55 ---\n", "0.220997755715\n", "\n", " --- under the realm of G25 G56 ---\n", "0.197264190672\n", "\n", " --- under the realm of G25 G57 ---\n", "0.195953370329\n", "\n", " --- under the realm of G25 G58 ---\n", "0.196435069535\n", "\n", " --- under the realm of G25 G59 ---\n", "0.195876239134\n", "\n", " --- under the realm of G25 G60 ---\n", "0.19665343261\n", "\n", " --- under the realm of G25 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realm of G25 G106 ---\n", "0.217025325065\n", "\n", " --- under the realm of G25 G107 ---\n", "0.217472579072\n", "\n", " --- under the realm of G25 G108 ---\n", "0.216743067613\n", "\n", " --- under the realm of G25 G109 ---\n", "0.21775054549\n", "\n", " --- under the realm of G25 G110 ---\n", "0.21801591474\n", "\n", " --- under the realm of G25 G111 ---\n", "0.216664431851\n", "\n", " --- under the realm of G25 G112 ---\n", "0.217405145939\n", "\n", " --- under the realm of G25 G113 ---\n", "0.186229870415\n", "\n", " --- under the realm of G25 G114 ---\n", "0.229581293142\n", "\n", " --- under the realm of G25 G115 ---\n", "0.229561666378\n", "\n", " --- under the realm of G25 G116 ---\n", "0.229636932222\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " --- under the realm of G25 G117 ---\n", "0.229755720073\n", "\n", " --- under the realm of G25 G118 ---\n", "0.229742103594\n", "\n", " --- under the realm of G25 G119 ---\n", "0.229811366842\n", "\n", " --- 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under the realm of G25 G164 ---\n", "0.212932710231\n", "\n", " --- under the realm of G25 G165 ---\n", "0.224483754758\n", "\n", " --- under the realm of G25 G166 ---\n", "0.222740954656\n", "\n", " --- under the realm of G25 G167 ---\n", "0.200007165301\n", "\n", " --- under the realm of G25 G168 ---\n", "0.201025015535\n", "\n", " --- under the realm of G25 G169 ---\n", "0.234119829703\n", "\n", " --- under the realm of G25 G170 ---\n", "0.234366620418\n", "\n", " --- under the realm of G25 G171 ---\n", "0.234898197044\n", "\n", " --- under the realm of G25 G172 ---\n", "0.234666570526\n", "\n", " --- under the realm of G25 G173 ---\n", "0.228626726484\n", "\n", " --- under the realm of G25 G174 ---\n", "0.234363251088\n", "\n", " --- under the realm of G25 G175 ---\n", "0.234352339422\n", "\n", " --- under the realm of G25 G176 ---\n", "0.234358148966\n", "\n", " --- under the realm of G25 G177 ---\n", "0.234325602974\n", "\n", " --- under the realm of G25 G178 ---\n", "0.234357795255\n", "\n", " --- under the realm of G25 G179 ---\n", "0.233622582609\n", "\n", " --- under the realm of G25 G180 ---\n", "0.228944034477\n", "\n", " --- under the realm of G25 G181 ---\n", "0.227581441814\n", "\n", " --- under the realm of G25 G182 ---\n", "0.227593238377\n", "\n", " --- under the realm of G25 G183 ---\n", "0.227628446403\n", "\n", " --- under the realm of G25 G184 ---\n", "0.225745527952\n", "--- marginalized kernel matrix of size 185 built in 103.35213112831116 seconds ---\n", "\n", " --- under the realm of G26 G26 ---\n", "0.218456151745\n", "\n", " --- under the realm of G26 G27 ---\n", "0.219000149401\n", "\n", " --- under the realm of G26 G28 ---\n", "0.216082136194\n", "\n", " --- under the realm of G26 G29 ---\n", "0.216722780401\n", "\n", " --- under the realm of G26 G30 ---\n", "0.216952125978\n", "\n", " --- under the realm of G26 G31 ---\n", "0.189117182357\n", "\n", " --- under the realm of G26 G32 ---\n", "0.186402018872\n", "\n", " --- 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--- under the realm of G26 G48 ---\n", "0.224568281531\n", "\n", " --- under the realm of G26 G49 ---\n", "0.222391891209\n", "\n", " --- under the realm of G26 G50 ---\n", "0.222462064506\n", "\n", " --- under the realm of G26 G51 ---\n", "0.225117405313\n", "\n", " --- under the realm of G26 G52 ---\n", "0.223011860309\n", "\n", " --- under the realm of G26 G53 ---\n", "0.225674148245\n", "\n", " --- under the realm of G26 G54 ---\n", "0.22331786871\n", "\n", " --- under the realm of G26 G55 ---\n", "0.223052201301\n", "\n", " --- under the realm of G26 G56 ---\n", "0.198942392233\n", "\n", " --- under the realm of G26 G57 ---\n", "0.195615456521\n", "\n", " --- under the realm of G26 G58 ---\n", "0.197537442396\n", "\n", " --- under the realm of G26 G59 ---\n", "0.195547604328\n", "\n", " --- under the realm of G26 G60 ---\n", "0.19731348039\n", "\n", " --- under the realm of G26 G61 ---\n", "0.193710991101\n", "\n", " --- under the realm of G26 G62 ---\n", "0.197476014377\n", "\n", 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under the realm of G26 G122 ---\n", "0.233432560439\n", "\n", " --- under the realm of G26 G123 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.234012536961\n", "\n", " --- under the realm of G26 G124 ---\n", "0.233825356385\n", "\n", " --- under the realm of G26 G125 ---\n", "0.230882681346\n", "\n", " --- under the realm of G26 G126 ---\n", "0.233342156538\n", "\n", " --- under the realm of G26 G127 ---\n", "0.214650966281\n", "\n", " --- under the realm of G26 G128 ---\n", "0.212297555618\n", "\n", " --- under the realm of G26 G129 ---\n", "0.211644752533\n", "\n", " --- under the realm of G26 G130 ---\n", "0.208565236712\n", "\n", " --- under the realm of G26 G131 ---\n", "0.208204972991\n", "\n", " --- under the realm of G26 G132 ---\n", "0.210065847021\n", "\n", " --- under the realm of G26 G133 ---\n", "0.225113267415\n", "\n", " --- under the realm of G26 G134 ---\n", "0.225238194153\n", "\n", " --- under the realm of G26 G135 ---\n", "0.225175730784\n", 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--- under the realm of G26 G180 ---\n", "0.233191243755\n", "\n", " --- under the realm of G26 G181 ---\n", "0.231573892056\n", "\n", " --- under the realm of G26 G182 ---\n", "0.231584427413\n", "\n", " --- under the realm of G26 G183 ---\n", "0.231623421161\n", "\n", " --- under the realm of G26 G184 ---\n", "0.22949770073\n", "--- marginalized kernel matrix of size 185 built in 107.81398153305054 seconds ---\n", "\n", " --- under the realm of G27 G27 ---\n", "0.219799749083\n", "\n", " --- under the realm of G27 G28 ---\n", "0.216109396874\n", "\n", " --- under the realm of G27 G29 ---\n", "0.216974907103\n", "\n", " --- under the realm of G27 G30 ---\n", "0.217349536139\n", "\n", " --- under the realm of G27 G31 ---\n", "0.189155716056\n", "\n", " --- under the realm of G27 G32 ---\n", "0.186210218896\n", "\n", " --- under the realm of G27 G33 ---\n", "0.183577836383\n", "\n", " --- under the realm of G27 G34 ---\n", "0.186160644591\n", "\n", " --- under the realm of G27 G35 ---\n", "0.184450266483\n", "\n", " --- under the realm of G27 G36 ---\n", "0.20846185598\n", "\n", " --- under the realm of G27 G37 ---\n", "0.20415351146\n", "\n", " --- under the realm of G27 G38 ---\n", "0.204239015205\n", "\n", " --- under the realm of G27 G39 ---\n", "0.207629232592\n", "\n", " --- under the realm of G27 G40 ---\n", "0.205553763441\n", "\n", " --- under the realm of G27 G41 ---\n", "0.177967913651\n", "\n", " --- under the realm of G27 G42 ---\n", "0.17868159084\n", "\n", " --- under the realm of G27 G43 ---\n", "0.170045914347\n", "\n", " --- under the realm of G27 G44 ---\n", "0.222571532754\n", "\n", " --- under the realm of G27 G45 ---\n", "0.225109413455\n", "\n", " --- under the realm of G27 G46 ---\n", "0.225264704851\n", "\n", " --- under the realm of G27 G47 ---\n", "0.225949956811\n", "\n", " --- under the realm of G27 G48 ---\n", "0.225143505189\n", "\n", " --- under the realm of G27 G49 ---\n", "0.222579060477\n", "\n", " --- under the realm of G27 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realm of G27 G80 ---\n", "0.182817695439\n", "\n", " --- under the realm of G27 G81 ---\n", "0.18080210695\n", "\n", " --- under the realm of G27 G82 ---\n", "0.227446687871\n", "\n", " --- under the realm of G27 G83 ---\n", "0.229668703927\n", "\n", " --- under the realm of G27 G84 ---\n", "0.229827241284\n", "\n", " --- under the realm of G27 G85 ---\n", "0.230426832206\n", "\n", " --- under the realm of G27 G86 ---\n", "0.229857069479\n", "\n", " --- under the realm of G27 G87 ---\n", "0.229675288983\n", "\n", " --- under the realm of G27 G88 ---\n", "0.230786105114\n", "\n", " --- under the realm of G27 G89 ---\n", "0.22972410748\n", "\n", " --- under the realm of G27 G90 ---\n", "0.231385516723\n", "\n", " --- under the realm of G27 G91 ---\n", "0.230361673277\n", "\n", " --- under the realm of G27 G92 ---\n", "0.230701753512\n", "\n", " --- under the realm of G27 G93 ---\n", "0.230380274901\n", "\n", " --- under the realm of G27 G94 ---\n", "0.230446912074\n", "\n", " --- under the realm of G27 G95 ---\n", "0.205533233276\n", "\n", " --- under the realm of G27 G96 ---\n", "0.206906632095\n", "\n", " --- under the realm of G27 G97 ---\n", "0.206489142323\n", "\n", " --- under the realm of G27 G98 ---\n", "0.206524396385\n", "\n", " --- under the realm of G27 G99 ---\n", "0.204860316734\n", "\n", " --- under the realm of G27 G100 ---\n", "0.200905763142\n", "\n", " --- under the realm of G27 G101 ---\n", "0.202881449378\n", "\n", " --- under the realm of G27 G102 ---\n", "0.201523936292\n", "\n", " --- under the realm of G27 G103 ---\n", "0.201623757853\n", "\n", " --- under the realm of G27 G104 ---\n", "0.218510869867\n", "\n", " --- under the realm of G27 G105 ---\n", "0.221421137179\n", "\n", " --- under the realm of G27 G106 ---\n", "0.221485264988\n", "\n", " --- under the realm of G27 G107 ---\n", "0.222109732528\n", "\n", " --- under the realm of G27 G108 ---\n", "0.221227359266\n", "\n", " --- under the realm of G27 G109 ---\n", "0.222471326165\n", 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"0.234806627465\n", "\n", " --- under the realm of G27 G125 ---\n", "0.231238273429\n", "\n", " --- under the realm of G27 G126 ---\n", "0.234047382304\n", "\n", " --- under the realm of G27 G127 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.215599922274\n", "\n", " --- under the realm of G27 G128 ---\n", "0.213084675908\n", "\n", " --- under the realm of G27 G129 ---\n", "0.212125514349\n", "\n", " --- under the realm of G27 G130 ---\n", "0.208501511601\n", "\n", " --- under the realm of G27 G131 ---\n", "0.20837604522\n", "\n", " --- under the realm of G27 G132 ---\n", "0.210528198423\n", "\n", " --- under the realm of G27 G133 ---\n", "0.225908385651\n", "\n", " --- under the realm of G27 G134 ---\n", "0.226022390644\n", "\n", " --- under the realm of G27 G135 ---\n", "0.225965388147\n", "\n", " --- under the realm of G27 G136 ---\n", "0.227775388292\n", "\n", " --- under the realm of G27 G137 ---\n", "0.227287634179\n", "\n", " --- under the realm of G27 G138 ---\n", "0.226598009915\n", "\n", " --- under the realm of G27 G139 ---\n", "0.226655012411\n", "\n", " --- under the realm of G27 G140 ---\n", "0.223295333757\n", "\n", " --- under the realm of G27 G141 ---\n", "0.203317547085\n", "\n", " --- under the realm of G27 G142 ---\n", "0.203420151579\n", "\n", " --- under the realm of G27 G143 ---\n", "0.204997849462\n", "\n", " --- under the realm of G27 G144 ---\n", "0.200010770108\n", "\n", " --- under the realm of G27 G145 ---\n", "0.235171801004\n", "\n", " --- under the realm of G27 G146 ---\n", "0.236049336176\n", "\n", " --- under the realm of G27 G147 ---\n", "0.236201934375\n", "\n", " --- under the realm of G27 G148 ---\n", "0.236969018034\n", "\n", " --- under the realm of G27 G149 ---\n", "0.236196666354\n", "\n", " --- under the realm of G27 G150 ---\n", "0.234827362757\n", "\n", " --- under the realm of G27 G151 ---\n", "0.236225796868\n", "\n", " --- under the realm of G27 G152 ---\n", "0.234827327264\n", "\n", " --- under the realm of G27 G153 ---\n", "0.234271530808\n", "\n", " --- under the realm of G27 G154 ---\n", "0.234320300465\n", "\n", " --- under the realm of G27 G155 ---\n", "0.235109383375\n", "\n", " --- under the realm of G27 G156 ---\n", "0.234277589571\n", "\n", " --- under the realm of G27 G157 ---\n", "0.236888692571\n", "\n", " --- under the realm of G27 G158 ---\n", "0.219838907348\n", "\n", " --- under the realm of G27 G159 ---\n", "0.213387381961\n", "\n", " --- under the realm of G27 G160 ---\n", "0.216557769711\n", "\n", " --- under the realm of G27 G161 ---\n", "0.216765928263\n", "\n", " --- under the realm of G27 G162 ---\n", "0.217637793966\n", "\n", " --- under the realm of G27 G163 ---\n", "0.215404270533\n", "\n", " --- under the realm of G27 G164 ---\n", "0.216276402315\n", "\n", " --- under the realm of G27 G165 ---\n", "0.229231870403\n", "\n", " --- under the realm of G27 G166 ---\n", "0.227122885455\n", "\n", " --- under the realm of G27 G167 ---\n", "0.203773527653\n", "\n", " --- under the realm of G27 G168 ---\n", "0.205192202444\n", "\n", " --- under the realm of G27 G169 ---\n", "0.238369473543\n", "\n", " --- under the realm of G27 G170 ---\n", "0.239134037035\n", "\n", " --- under the realm of G27 G171 ---\n", "0.239636090786\n", "\n", " --- under the realm of G27 G172 ---\n", "0.239512210729\n", "\n", " --- under the realm of G27 G173 ---\n", "0.233424955975\n", "\n", " --- under the realm of G27 G174 ---\n", "0.238514160084\n", "\n", " --- under the realm of G27 G175 ---\n", "0.238504581865\n", "\n", " --- under the realm of G27 G176 ---\n", "0.238922010607\n", "\n", " --- under the realm of G27 G177 ---\n", "0.238485945235\n", "\n", " --- under the realm of G27 G178 ---\n", "0.238509370974\n", "\n", " --- under the realm of G27 G179 ---\n", "0.237258555765\n", "\n", " --- under the realm of G27 G180 ---\n", "0.234115060733\n", "\n", " --- under the realm of G27 G181 ---\n", "0.232396449985\n", "\n", " --- under the realm of G27 G182 ---\n", "0.232406929636\n", "\n", " --- under the realm of G27 G183 ---\n", "0.232441769203\n", "\n", " --- under the realm of G27 G184 ---\n", "0.230254516748\n", "--- marginalized kernel matrix of size 185 built in 112.2816572189331 seconds ---\n", "\n", " --- under the realm of G28 G28 ---\n", "0.2150418547\n", "\n", " --- under the realm of G28 G29 ---\n", "0.21518691193\n", "\n", " --- under the realm of G28 G30 ---\n", "0.215139803056\n", "\n", " --- under the realm of G28 G31 ---\n", "0.18879984365\n", "\n", " --- under the realm of G28 G32 ---\n", "0.186928242683\n", "\n", " --- under the realm of G28 G33 ---\n", "0.185677733228\n", "\n", " --- under the realm of G28 G34 ---\n", "0.186764948754\n", "\n", " --- under the realm of G28 G35 ---\n", "0.186056423719\n", "\n", " --- under the realm of G28 G36 ---\n", "0.204239015205\n", "\n", " --- under the realm of G28 G37 ---\n", "0.200790923481\n", "\n", " --- under the realm of G28 G38 ---\n", "0.200884754991\n", 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under the realm of G28 G171 ---\n", "0.235024182734\n", "\n", " --- under the realm of G28 G172 ---\n", "0.234771416706\n", "\n", " --- under the realm of G28 G173 ---\n", "0.228739300001\n", "\n", " --- under the realm of G28 G174 ---\n", "0.234481897163\n", "\n", " --- under the realm of G28 G175 ---\n", "0.234473023499\n", "\n", " --- under the realm of G28 G176 ---\n", "0.234463443318\n", "\n", " --- under the realm of G28 G177 ---\n", "0.234448553489\n", "\n", " --- under the realm of G28 G178 ---\n", "0.234477460331\n", "\n", " --- under the realm of G28 G179 ---\n", "0.233733591922\n", "\n", " --- under the realm of G28 G180 ---\n", "0.229068231336\n", "\n", " --- under the realm of G28 G181 ---\n", "0.227708832551\n", "\n", " --- under the realm of G28 G182 ---\n", "0.227720152813\n", "\n", " --- under the realm of G28 G183 ---\n", "0.227757971789\n", "\n", " --- under the realm of G28 G184 ---\n", "0.225867795382\n", "--- marginalized kernel matrix of size 185 built in 116.77449703216553 seconds ---\n", "\n", " --- under the realm of G29 G29 ---\n", "0.215537721998\n", "\n", " --- under the realm of G29 G30 ---\n", "0.215617478793\n", "\n", " --- under the realm of G29 G31 ---\n", "0.188858057848\n", "\n", " --- under the realm of G29 G32 ---\n", "0.186735052838\n", "\n", " --- under the realm of G29 G33 ---\n", "0.185113404034\n", "\n", " --- under the realm of G29 G34 ---\n", "0.186598481128\n", "\n", " --- under the realm of G29 G35 ---\n", "0.185624951132\n", "\n", " --- under the realm of G29 G36 ---\n", "0.205187947857\n", "\n", " --- under the realm of G29 G37 ---\n", "0.201515371039\n", "\n", " --- under the realm of G29 G38 ---\n", "0.201603945386\n", "\n", " --- under the realm of G29 G39 ---\n", "0.204529363571\n", "\n", " --- under the realm of G29 G40 ---\n", "0.202662022219\n", "\n", " --- under the realm of G29 G41 ---\n", "0.175310883061\n", "\n", " --- under the realm of G29 G42 ---\n", "0.175875383877\n", "\n", " --- under the realm of G29 G43 ---\n", "0.167999528049\n", "\n", " --- under the realm of G29 G44 ---\n", "0.221122408862\n", "\n", " --- under the realm of G29 G45 ---\n", "0.222531335895\n", "\n", " --- under the realm of G29 G46 ---\n", "0.222780811618\n", "\n", " --- under the realm of G29 G47 ---\n", "0.222997002728\n", "\n", " --- under the realm of G29 G48 ---\n", "0.222593254623\n", "\n", " --- under the realm of G29 G49 ---\n", "0.221130282199\n", "\n", " --- under the realm of G29 G50 ---\n", "0.221202767685\n", "\n", " --- under the realm of G29 G51 ---\n", "0.22289827502\n", "\n", " --- under the realm of G29 G52 ---\n", "0.221504314556\n", "\n", " --- under the realm of G29 G53 ---\n", "0.223214485965\n", "\n", " --- under the realm of G29 G54 ---\n", "0.221686763305\n", "\n", " --- under the realm of G29 G55 ---\n", "0.221544317497\n", "\n", " --- under the realm of G29 G56 ---\n", "0.197797584038\n", "\n", " --- under the realm of G29 G57 ---\n", "0.195743331286\n", "\n", " --- under the 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---\n", "0.20740572603\n", "\n", " --- under the realm of G29 G132 ---\n", "0.2086937464\n", "\n", " --- under the realm of G29 G133 ---\n", "0.222390865088\n", "\n", " --- under the realm of G29 G134 ---\n", "0.222508964219\n", "\n", " --- under the realm of G29 G135 ---\n", "0.222449914654\n", "\n", " --- under the realm of G29 G136 ---\n", "0.22391973333\n", "\n", " --- under the realm of G29 G137 ---\n", "0.223552781094\n", "\n", " --- under the realm of G29 G138 ---\n", "0.222971823091\n", "\n", " --- under the realm of G29 G139 ---\n", "0.223030872656\n", "\n", " --- under the realm of G29 G140 ---\n", "0.220061404646\n", "\n", " --- under the realm of G29 G141 ---\n", "0.20015177858\n", "\n", " --- under the realm of G29 G142 ---\n", "0.200258067797\n", "\n", " --- under the realm of G29 G143 ---\n", "0.201527759997\n", "\n", " --- under the realm of G29 G144 ---\n", "0.196860767205\n", "\n", " --- under the realm of G29 G145 ---\n", "0.232434380162\n", "\n", " --- under the 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---\n", "0.227567576287\n", "\n", " --- under the realm of G30 G94 ---\n", "0.22765261645\n", "\n", " --- under the realm of G30 G95 ---\n", "0.204481983067\n", "\n", " --- under the realm of G30 G96 ---\n", "0.204927120669\n", "\n", " --- under the realm of G30 G97 ---\n", "0.204829947149\n", "\n", " --- under the realm of G30 G98 ---\n", "0.204874016843\n", "\n", " --- under the realm of G30 G99 ---\n", "0.203499402628\n", "\n", " --- under the realm of G30 G100 ---\n", "0.200953709018\n", "\n", " --- under the realm of G30 G101 ---\n", "0.202224244532\n", "\n", " --- under the realm of G30 G102 ---\n", "0.201324740872\n", "\n", " --- under the realm of G30 G103 ---\n", "0.201452795473\n", "\n", " --- under the realm of G30 G104 ---\n", "0.215700667355\n", "\n", " --- under the realm of G30 G105 ---\n", "0.218330896167\n", "\n", " --- under the realm of G30 G106 ---\n", "0.218392903185\n", "\n", " --- under the realm of G30 G107 ---\n", "0.218920742635\n", "\n", " --- under the realm 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--- under the realm of G30 G123 ---\n", "0.231642793015\n", "\n", " --- under the realm of G30 G124 ---\n", "0.231500525667\n", "\n", " --- under the realm of G30 G125 ---\n", "0.229233645045\n", "\n", " --- under the realm of G30 G126 ---\n", "0.231152794148\n", "\n", " --- under the realm of G30 G127 ---\n", "0.212501706454\n", "\n", " --- under the realm of G30 G128 ---\n", "0.210739401616\n", "\n", " --- under the realm of G30 G129 ---\n", "0.21026221831\n", "\n", " --- under the realm of G30 G130 ---\n", "0.207888732707\n", "\n", " --- under the realm of G30 G131 ---\n", "0.207461170698\n", "\n", " --- under the realm of G30 G132 ---\n", "0.208896076002\n", "\n", " --- under the realm of G30 G133 ---\n", "0.222714215768\n", "\n", " --- under the realm of G30 G134 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.222824450467\n", "\n", " --- under the realm of G30 G135 ---\n", "0.222769333117\n", "\n", " --- under the realm of G30 G136 ---\n", "0.224321487479\n", "\n", " --- under the realm of G30 G137 ---\n", "0.22391973333\n", "\n", " --- under the realm of G30 G138 ---\n", "0.223316974549\n", "\n", " --- under the realm of G30 G139 ---\n", "0.223372091898\n", "\n", " --- under the realm of G30 G140 ---\n", "0.220346592241\n", "\n", " --- under the realm of G30 G141 ---\n", "0.200442794191\n", "\n", " --- under the realm of G30 G142 ---\n", "0.20054200542\n", "\n", " --- under the realm of G30 G143 ---\n", "0.201889338731\n", "\n", " --- under the realm of G30 G144 ---\n", "0.197217955282\n", "\n", " --- under the realm of G30 G145 ---\n", "0.232646441549\n", "\n", " --- under the realm of G30 G146 ---\n", "0.233204529394\n", "\n", " --- under the realm of G30 G147 ---\n", "0.233400270248\n", "\n", " --- under the realm of G30 G148 ---\n", "0.233818752811\n", "\n", " --- under the realm of G30 G149 ---\n", "0.233393647808\n", "\n", " --- under the realm of G30 G150 ---\n", "0.232394693228\n", "\n", " --- under the realm of 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"0.230554466033\n", "\n", " --- under the realm of G30 G181 ---\n", "0.229046387818\n", "\n", " --- under the realm of G30 G182 ---\n", "0.229057836366\n", "\n", " --- under the realm of G30 G183 ---\n", "0.229089830503\n", "\n", " --- under the realm of G30 G184 ---\n", "0.227104245007\n", "--- marginalized kernel matrix of size 185 built in 125.63321018218994 seconds ---\n", "\n", " --- under the realm of G31 G31 ---\n", "0.174139229691\n", "\n", " --- under the realm of G31 G32 ---\n", "0.173517635111\n", "\n", " --- under the realm of G31 G33 ---\n", "0.17303562997\n", "\n", " --- under the realm of G31 G34 ---\n", "0.173343935579\n", "\n", " --- under the realm of G31 G35 ---\n", "0.173136858854\n", "\n", " --- under the realm of G31 G36 ---\n", "0.170045914347\n", "\n", " --- under the realm of G31 G37 ---\n", "0.167348374401\n", "\n", " --- under the realm of G31 G38 ---\n", "0.167398777693\n", "\n", " --- under the realm of G31 G39 ---\n", "0.16951095994\n", "\n", " --- under 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the realm of G33 G159 ---\n", "0.184061164684\n", "\n", " --- under the realm of G33 G160 ---\n", "0.182407409248\n", "\n", " --- under the realm of G33 G161 ---\n", "0.182513392835\n", "\n", " --- under the realm of G33 G162 ---\n", "0.181879090939\n", "\n", " --- under the realm of G33 G163 ---\n", "0.182797055479\n", "\n", " --- under the realm of G33 G164 ---\n", "0.182162891442\n", "\n", " --- under the realm of G33 G165 ---\n", "0.177882875258\n", "\n", " --- under the realm of G33 G166 ---\n", "0.17701059136\n", "\n", " --- under the realm of G33 G167 ---\n", "0.159812500716\n", "\n", " --- under the realm of G33 G168 ---\n", "0.160404864976\n", "\n", " --- under the realm of G33 G169 ---\n", "0.191572860584\n", "\n", " --- under the realm of G33 G170 ---\n", "0.191152642239\n", "\n", " --- under the realm of G33 G171 ---\n", "0.191139649664\n", "\n", " --- under the realm of G33 G172 ---\n", "0.191071241007\n", "\n", " --- under the realm of G33 G173 ---\n", "0.187207010145\n", 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realm of G34 G183 ---\n", "0.183686791781\n", "\n", " --- under the realm of G34 G184 ---\n", "0.182577564663\n", "--- marginalized kernel matrix of size 185 built in 146.34868836402893 seconds ---\n", "\n", " --- under the realm of G35 G35 ---\n", "0.174317191758\n", "\n", " --- under the realm of G35 G36 ---\n", "0.164210128496\n", "\n", " --- under the realm of G35 G37 ---\n", "0.162267689403\n", "\n", " --- under the realm of G35 G38 ---\n", "0.162305831423\n", "\n", " --- under the realm of G35 G39 ---\n", "0.163829176115\n", "\n", " --- under the realm of G35 G40 ---\n", "0.162904761905\n", "\n", " --- under the realm of G35 G41 ---\n", "0.140425008098\n", "\n", " --- under the realm of G35 G42 ---\n", "0.140751538711\n", "\n", " --- under the realm of G35 G43 ---\n", "0.136945254292\n", "\n", " --- under the realm of G35 G44 ---\n", "0.18831794002\n", "\n", " --- under the realm of G35 G45 ---\n", "0.187344938517\n", "\n", " --- under the realm of G35 G46 ---\n", 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under the realm of G35 G165 ---\n", "0.179105638577\n", "\n", " --- under the realm of G35 G166 ---\n", "0.178160207179\n", "\n", " --- under the realm of G35 G167 ---\n", "0.160785531297\n", "\n", " --- under the realm of G35 G168 ---\n", "0.161441077441\n", "\n", " --- under the realm of G35 G169 ---\n", "0.192673330657\n", "\n", " --- under the realm of G35 G170 ---\n", "0.192353869385\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- under the realm of G35 G171 ---\n", "0.192346523291\n", "\n", " --- under the realm of G35 G172 ---\n", "0.192295146932\n", "\n", " --- under the realm of G35 G173 ---\n", "0.188433145698\n", "\n", " --- under the realm of G35 G174 ---\n", "0.192725293202\n", "\n", " --- under the realm of G35 G175 ---\n", "0.192722885337\n", "\n", " --- under the realm of G35 G176 ---\n", "0.192475739162\n", "\n", " --- under the realm of G35 G177 ---\n", "0.192717937733\n", "\n", " --- under the realm of G35 G178 ---\n", "0.19272408927\n", 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"output_type": "stream", "text": [ " --- under the realm of G36 G176 ---\n", "0.232827433892\n", "\n", " --- under the realm of G36 G177 ---\n", "0.232373275681\n", "\n", " --- under the realm of G36 G178 ---\n", "0.23240168981\n", "\n", " --- under the realm of G36 G179 ---\n", "0.230832406183\n", "\n", " --- under the realm of G36 G180 ---\n", "0.240006589307\n", "\n", " --- under the realm of G36 G181 ---\n", "0.238504581865\n", "\n", " --- under the realm of G36 G182 ---\n", "0.238514160084\n", "\n", " --- under the realm of G36 G183 ---\n", "0.238525497928\n", "\n", " --- under the realm of G36 G184 ---\n", "0.236753285173\n", "--- marginalized kernel matrix of size 185 built in 155.74865531921387 seconds ---\n", "\n", " --- under the realm of G37 G37 ---\n", "0.214862498839\n", "\n", " --- under the realm of G37 G38 ---\n", "0.214945922965\n", "\n", " --- under the realm of G37 G39 ---\n", "0.216009903363\n", "\n", " --- under the realm of G37 G40 ---\n", "0.215089758417\n", 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--- under the realm of G37 G159 ---\n", "0.197489243403\n", "\n", " --- under the realm of G37 G160 ---\n", "0.200534774141\n", "\n", " --- under the realm of G37 G161 ---\n", "0.200940580775\n", "\n", " --- under the realm of G37 G162 ---\n", "0.201591132059\n", "\n", " --- under the realm of G37 G163 ---\n", "0.199322212018\n", "\n", " --- under the realm of G37 G164 ---\n", "0.199972763301\n", "\n", " --- under the realm of G37 G165 ---\n", "0.231952682108\n", "\n", " --- under the realm of G37 G166 ---\n", "0.231237496796\n", "\n", " --- under the realm of G37 G167 ---\n", "0.213608311902\n", "\n", " --- under the realm of G37 G168 ---\n", "0.21368847215\n", "\n", " --- under the realm of G37 G169 ---\n", "0.227329896087\n", "\n", " --- under the realm of G37 G170 ---\n", "0.228031077987\n", "\n", " --- under the realm of G37 G171 ---\n", "0.228749346049\n", "\n", " --- under the realm of G37 G172 ---\n", "0.228499311896\n", "\n", " --- under the realm of G37 G173 ---\n", "0.221044293635\n", "\n", " --- under the realm of G37 G174 ---\n", "0.227593238377\n", "\n", " --- under the realm of G37 G175 ---\n", "0.227581441814\n", "\n", " --- under the realm of G37 G176 ---\n", "0.227877575351\n", "\n", " --- under the realm of G37 G177 ---\n", "0.22755229971\n", "\n", " --- under the realm of G37 G178 ---\n", "0.227587340095\n", "\n", " --- under the realm of G37 G179 ---\n", "0.226206412956\n", "\n", " --- under the realm of G37 G180 ---\n", "0.234813148286\n", "\n", " --- under the realm of G37 G181 ---\n", "0.234352339422\n", "\n", " --- under the realm of G37 G182 ---\n", "0.234363251088\n", "\n", " --- under the realm of G37 G183 ---\n", "0.234396013106\n", "\n", " --- under the realm of G37 G184 ---\n", "0.233469657115\n", "--- marginalized kernel matrix of size 185 built in 159.9897129535675 seconds ---\n", "\n", " --- under the realm of G38 G38 ---\n", "0.2150418547\n", "\n", " --- under the realm of G38 G39 ---\n", "0.216082136194\n", "\n", " --- under the realm of G38 G40 ---\n", "0.215139803056\n", "\n", " --- under the realm of G38 G41 ---\n", "0.190806456346\n", "\n", " --- under the realm of G38 G42 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.190889602046\n", "\n", " --- under the realm of G38 G43 ---\n", "0.18879984365\n", "\n", " --- under the realm of G38 G44 ---\n", "0.208675987481\n", "\n", " --- under the realm of G38 G45 ---\n", "0.211163037545\n", "\n", " --- under the realm of G38 G46 ---\n", "0.211478900503\n", "\n", " --- under the realm of G38 G47 ---\n", "0.211983026819\n", "\n", " --- under the realm of G38 G48 ---\n", "0.211243464553\n", "\n", " --- under the realm of G38 G49 ---\n", "0.208684881972\n", "\n", " --- under the realm of G38 G50 ---\n", "0.208777756247\n", "\n", " --- under the realm of G38 G51 ---\n", "0.211859913463\n", "\n", " --- under the realm of G38 G52 ---\n", "0.209395297175\n", "\n", " --- under the realm of G38 G53 ---\n", "0.212487153135\n", "\n", " --- under the realm of G38 G54 ---\n", "0.209744086526\n", "\n", " --- under the realm of G38 G55 ---\n", "0.209447625381\n", "\n", " --- under the realm of G38 G56 ---\n", "0.179435502919\n", "\n", " --- under the realm of G38 G57 ---\n", "0.175600623241\n", "\n", " --- under the realm of G38 G58 ---\n", "0.177751782531\n", "\n", " --- under the realm of G38 G59 ---\n", "0.175513569939\n", "\n", " --- under the realm of G38 G60 ---\n", "0.177566924742\n", "\n", " --- under the realm of G38 G61 ---\n", "0.173221138128\n", "\n", " --- under the realm of G38 G62 ---\n", "0.177682703568\n", "\n", " --- under the realm of G38 G63 ---\n", "0.173870244849\n", "\n", " --- under the realm of G38 G64 ---\n", "0.220808655159\n", "\n", " --- under the realm of G38 G65 ---\n", "0.221812192538\n", "\n", " --- under the realm of G38 G66 ---\n", "0.2221211548\n", "\n", " --- under the realm of G38 G67 ---\n", "0.222144536097\n", "\n", " --- under the realm of G38 G68 ---\n", "0.221894385341\n", "\n", " 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--- under the realm of G38 G128 ---\n", "0.195943598478\n", "\n", " --- under the realm of G38 G129 ---\n", "0.195237821636\n", "\n", " --- under the realm of G38 G130 ---\n", "0.191606345835\n", "\n", " --- under the realm of G38 G131 ---\n", "0.191051380605\n", "\n", " --- under the realm of G38 G132 ---\n", "0.193256054888\n", "\n", " --- under the realm of G38 G133 ---\n", "0.229692571208\n", "\n", " --- under the realm of G38 G134 ---\n", "0.229820426384\n", "\n", " --- under the realm of G38 G135 ---\n", "0.229756498779\n", "\n", " --- under the realm of G38 G136 ---\n", "0.229974507774\n", "\n", " --- under the realm of G38 G137 ---\n", "0.230028561979\n", "\n", " --- under the realm of G38 G138 ---\n", "0.229859551754\n", "\n", " --- under the realm of G38 G139 ---\n", "0.229923470626\n", "\n", " --- under the realm of G38 G140 ---\n", "0.22861877762\n", "\n", " --- under the realm of G38 G141 ---\n", "0.210640584867\n", "\n", " --- under the realm of G38 G142 ---\n", "0.210755370622\n", "\n", " --- under the realm of G38 G143 ---\n", "0.211015643755\n", "\n", " --- under the realm of G38 G144 ---\n", "0.209524108512\n", "\n", " --- under the realm of G38 G145 ---\n", "0.223745429015\n", "\n", " --- under the realm of G38 G146 ---\n", "0.224603665231\n", "\n", " --- under the realm of G38 G147 ---\n", "0.224887304802\n", "\n", " --- under the realm of G38 G148 ---\n", "0.225517086757\n", "\n", " --- under the realm of G38 G149 ---\n", "0.224881078658\n", "\n", " --- under the realm of G38 G150 ---\n", "0.223365061638\n", "\n", " --- under the realm of G38 G151 ---\n", "0.224943603708\n", "\n", " --- under the realm of G38 G152 ---\n", "0.223365005217\n", "\n", " --- under the realm of G38 G153 ---\n", "0.222859336217\n", "\n", " --- under the realm of G38 G154 ---\n", "0.222950672523\n", "\n", " --- under the realm of G38 G155 ---\n", "0.223623295213\n", "\n", " --- under the realm of G38 G156 ---\n", "0.22286767451\n", "\n", " --- under the realm of G38 G157 ---\n", "0.225370195006\n", "\n", " --- under the realm of G38 G158 ---\n", "0.205689572677\n", "\n", " --- under the realm of G38 G159 ---\n", "0.197582245033\n", "\n", " --- under the realm of G38 G160 ---\n", "0.200627043223\n", "\n", " --- under the realm of G38 G161 ---\n", "0.201042491949\n", "\n", " --- under the realm of G38 G162 ---\n", "0.20168410726\n", "\n", " --- under the realm of G38 G163 ---\n", "0.199417054331\n", "\n", " --- under the realm of G38 G164 ---\n", "0.200058669642\n", "\n", " --- under the realm of G38 G165 ---\n", "0.232057882397\n", "\n", " --- under the realm of G38 G166 ---\n", "0.23135214225\n", "\n", " --- under the realm of G38 G167 ---\n", "0.21369930038\n", "\n", " --- under the realm of G38 G168 ---\n", "0.213755314906\n", "\n", " --- under the realm of G38 G169 ---\n", "0.2274535531\n", "\n", " --- under the realm of G38 G170 ---\n", "0.228152629874\n", "\n", " --- under the realm of G38 G171 ---\n", "0.228881372711\n", "\n", " --- under the realm of G38 G172 ---\n", "0.228624317617\n", "\n", " --- under the realm of G38 G173 ---\n", "0.221170503847\n", "\n", " --- under the realm of G38 G174 ---\n", "0.227720152813\n", "\n", " --- under the realm of G38 G175 ---\n", "0.227708832551\n", "\n", " --- under the realm of G38 G176 ---\n", "0.228001148457\n", "\n", " --- under the realm of G38 G177 ---\n", "0.227680340801\n", "\n", " --- under the realm of G38 G178 ---\n", "0.227714492682\n", "\n", " --- under the realm of G38 G179 ---\n", "0.226327497042\n", "\n", " --- under the realm of G38 G180 ---\n", "0.234911497264\n", "\n", " --- under the realm of G38 G181 ---\n", "0.234473023499\n", "\n", " --- under the realm of G38 G182 ---\n", "0.234481897163\n", "\n", " --- under the realm of G38 G183 ---\n", "0.234523365131\n", "\n", " --- under the realm of G38 G184 ---\n", "0.233588528118\n", "--- marginalized kernel matrix of size 185 built in 164.21513557434082 seconds ---\n", "\n", " --- under the realm of G39 G39 ---\n", "0.218456151745\n", "\n", " --- under the realm of G39 G40 ---\n", "0.216952125978\n", "\n", " --- under the realm of G39 G41 ---\n", "0.192932265748\n", "\n", " --- under the realm of G39 G42 ---\n", "0.193421300068\n", "\n", " --- under the realm of G39 G43 ---\n", "0.189117182357\n", "\n", " --- under the realm of G39 G44 ---\n", "0.211712819948\n", "\n", " --- under the realm of G39 G45 ---\n", "0.214590199499\n", "\n", " --- under the realm of G39 G46 ---\n", "0.214897243108\n", "\n", " --- under the realm of G39 G47 ---\n", "0.215542007616\n", "\n", " --- under the realm of G39 G48 ---\n", "0.214670509544\n", "\n", " --- under the realm of G39 G49 ---\n", "0.211721097729\n", "\n", " --- under the realm of G39 G50 ---\n", "0.211812437647\n", "\n", " --- under the realm of G39 G51 ---\n", "0.215423505888\n", "\n", " --- under the realm of G39 G52 ---\n", "0.212566274779\n", "\n", " --- under the realm of G39 G53 ---\n", "0.216186772124\n", "\n", " --- under the realm of G39 G54 ---\n", "0.212983596284\n", "\n", " --- under the realm of G39 G55 ---\n", "0.212618516182\n", "\n", " --- under the realm of G39 G56 ---\n", "0.182119836629\n", "\n", " --- under the realm of G39 G57 ---\n", "0.177586683659\n", "\n", " --- under the realm of G39 G58 ---\n", "0.180221560847\n", "\n", " --- under the realm of G39 G59 ---\n", "0.17749878239\n", "\n", " --- under the realm of G39 G60 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.179898623875\n", "\n", " --- under the realm of G39 G61 ---\n", "0.175033772666\n", "\n", " --- under the realm of G39 G62 ---\n", "0.180160663547\n", "\n", " --- under the realm of G39 G63 ---\n", "0.175796940986\n", "\n", " --- under the realm of G39 G64 ---\n", "0.222385836994\n", "\n", " --- under the realm of G39 G65 ---\n", "0.224506376511\n", "\n", " --- under the realm of G39 G66 ---\n", "0.224741591747\n", "\n", " --- under the realm of G39 G67 ---\n", "0.225207869216\n", "\n", " --- under the realm of G39 G68 ---\n", "0.224568281531\n", "\n", " --- under the realm of G39 G69 ---\n", "0.222391891209\n", "\n", " --- under the realm of G39 G70 ---\n", "0.222462064506\n", "\n", " --- under the realm of G39 G71 ---\n", "0.225117405313\n", "\n", " --- under the realm of G39 G72 ---\n", "0.22531398298\n", "\n", " --- under the realm of G39 G73 ---\n", "0.225674148245\n", "\n", " --- under the realm of G39 G74 ---\n", "0.223162884277\n", "\n", " --- under the realm of G39 G75 ---\n", "0.201630553516\n", "\n", " --- under the realm of G39 G76 ---\n", "0.202486363575\n", "\n", " --- under the realm of G39 G77 ---\n", "0.201976476436\n", "\n", " --- under the realm of G39 G78 ---\n", "0.202058458546\n", "\n", " --- under the realm of G39 G79 ---\n", "0.202157309697\n", "\n", " --- under the realm of G39 G80 ---\n", "0.198942392233\n", "\n", " --- under the realm of G39 G81 ---\n", "0.197476014377\n", "\n", " --- under the realm of G39 G82 ---\n", "0.217826616802\n", "\n", " --- under the realm of G39 G83 ---\n", "0.220347262428\n", "\n", " --- under the realm of G39 G84 ---\n", "0.220643756781\n", "\n", " --- under the realm of G39 G85 ---\n", "0.221207925725\n", "\n", " --- under the realm of G39 G86 ---\n", "0.22071402807\n", "\n", " --- under the realm of G39 G87 ---\n", "0.220354505487\n", "\n", " --- under the realm of G39 G88 ---\n", "0.221613360324\n", "\n", " --- under the realm of G39 G89 ---\n", "0.220465223841\n", "\n", " --- under the realm of G39 G90 ---\n", "0.222177529268\n", "\n", " --- under the realm of G39 G91 ---\n", "0.221094035405\n", "\n", " --- under the realm of G39 G92 ---\n", "0.221459191722\n", "\n", " --- under the realm of G39 G93 ---\n", "0.221139746633\n", "\n", " --- under the realm of G39 G94 ---\n", "0.221266477286\n", "\n", " --- under the realm of G39 G95 ---\n", "0.190290448343\n", "\n", " --- under the realm of G39 G96 ---\n", "0.191395649618\n", "\n", " --- under the realm of G39 G97 ---\n", "0.191108594532\n", "\n", " --- under the realm of G39 G98 ---\n", "0.191179707363\n", "\n", " --- under the realm of G39 G99 ---\n", "0.189032333921\n", "\n", " --- under the realm of G39 G100 ---\n", "0.184542660069\n", "\n", " --- under the realm of G39 G101 ---\n", "0.186784282346\n", "\n", " --- under the realm of G39 G102 ---\n", "0.185209646975\n", "\n", " --- under the realm of G39 G103 ---\n", "0.185395292917\n", "\n", " --- under the realm of G39 G104 ---\n", "0.227165426051\n", "\n", " --- under the realm of G39 G105 ---\n", "0.229249858141\n", "\n", " --- under the realm of G39 G106 ---\n", "0.229304023762\n", "\n", " --- under the realm of G39 G107 ---\n", "0.229712014701\n", "\n", " --- under the realm of G39 G108 ---\n", "0.229089950512\n", "\n", " --- under the realm of G39 G109 ---\n", "0.229956503192\n", "\n", " --- under the realm of G39 G110 ---\n", "0.230192492391\n", "\n", " --- under the realm of G39 G111 ---\n", "0.229028556637\n", "\n", " --- under the realm of G39 G112 ---\n", "0.229657850887\n", "\n", " --- 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"0.204153306343\n", "\n", " --- under the realm of G39 G128 ---\n", "0.199202271165\n", "\n", " --- under the realm of G39 G129 ---\n", "0.198299600854\n", "\n", " --- under the realm of G39 G130 ---\n", "0.194126964165\n", "\n", " --- under the realm of G39 G131 ---\n", "0.193666392716\n", "\n", " --- under the realm of G39 G132 ---\n", "0.19618469009\n", "\n", " --- under the realm of G39 G133 ---\n", "0.232756287554\n", "\n", " --- under the realm of G39 G134 ---\n", "0.232852581531\n", "\n", " --- under the realm of G39 G135 ---\n", "0.232804434695\n", "\n", " --- under the realm of G39 G136 ---\n", "0.234012536961\n", "\n", " --- under the realm of G39 G137 ---\n", "0.233706758866\n", "\n", " --- under the realm of G39 G138 ---\n", "0.233231525188\n", "\n", " --- under the realm of G39 G139 ---\n", "0.233279670158\n", "\n", " --- under the realm of G39 G140 ---\n", "0.230882681346\n", "\n", " --- under the realm of G39 G141 ---\n", "0.213467385935\n", "\n", " --- under the realm of G39 G142 ---\n", "0.213556994202\n", "\n", " --- under the realm of G39 G143 ---\n", "0.214650966281\n", "\n", " --- under the realm of G39 G144 ---\n", "0.212297555618\n", "\n", " --- under the realm of G39 G145 ---\n", "0.22740667468\n", "\n", " --- under the realm of G39 G146 ---\n", "0.22840220682\n", "\n", " --- under the realm of G39 G147 ---\n", "0.228672405414\n", "\n", " --- under the realm of G39 G148 ---\n", "0.229448088248\n", "\n", " --- under the realm of G39 G149 ---\n", "0.228666610967\n", "\n", " --- under the realm of G39 G150 ---\n", "0.226984548704\n", "\n", " --- under the realm of G39 G151 ---\n", "0.228728622446\n", "\n", " --- under the realm of G39 G152 ---\n", "0.22698450648\n", "\n", " --- under the realm of G39 G153 ---\n", "0.226385422173\n", "\n", " --- under the realm of G39 G154 ---\n", "0.226472681818\n", "\n", " --- under the realm of G39 G155 ---\n", "0.227289040758\n", "\n", " --- under the realm of G39 G156 ---\n", "0.226392856904\n", "\n", " --- under the realm of G39 G157 ---\n", "0.229308305424\n", "\n", " --- under the realm of G39 G158 ---\n", "0.209392579306\n", "\n", " --- under the realm of G39 G159 ---\n", "0.200295527694\n", "\n", " --- under the realm of G39 G160 ---\n", "0.20383838874\n", "\n", " --- under the realm of G39 G161 ---\n", "0.204241334707\n", "\n", " --- under the realm of G39 G162 ---\n", "0.20506194408\n", "\n", " --- under the realm of G39 G163 ---\n", "0.2024843928\n", "\n", " --- under the realm of G39 G164 ---\n", "0.203305002174\n", "\n", " --- under the realm of G39 G165 ---\n", "0.235342934748\n", "\n", " --- under the realm of G39 G166 ---\n", "0.233856463844\n", "\n", " --- under the realm of G39 G167 ---\n", "0.21548583693\n", "\n", " --- under the realm of G39 G168 ---\n", "0.216426660248\n", "\n", " --- under the realm of G39 G169 ---\n", "0.231331143775\n", "\n", " --- under the realm of G39 G170 ---\n", "0.232156814034\n", "\n", " --- under the realm of G39 G171 ---\n", "0.232910931848\n", "\n", " --- under the realm of G39 G172 ---\n", "0.232660107294\n", "\n", " --- under the realm of G39 G173 ---\n", "0.225111381535\n", "\n", " --- under the realm of G39 G174 ---\n", "0.231584427413\n", "\n", " --- under the realm of G39 G175 ---\n", "0.231573892056\n", "\n", " --- under the realm of G39 G176 ---\n", "0.231959461592\n", "\n", " --- under the realm of G39 G177 ---\n", "0.231549156905\n", "\n", " --- under the realm of G39 G178 ---\n", "0.231579159734\n", "\n", " --- under the realm of G39 G179 ---\n", "0.230042324385\n", "\n", " --- under the realm of G39 G180 ---\n", "0.239012482393\n", "\n", " --- under the realm of G39 G181 ---\n", "0.237826315012\n", "\n", " --- under the realm of G39 G182 ---\n", "0.237834020136\n", "\n", " --- under the realm of G39 G183 ---\n", "0.237864447847\n", "\n", " --- under the realm of G39 G184 ---\n", "0.236289556749\n", "--- marginalized kernel matrix of size 185 built in 168.4607870578766 seconds ---\n", "\n", " --- under the realm of G40 G40 ---\n", "0.215782280039\n", "\n", " --- under the realm of G40 G41 ---\n", "0.191588290641\n", "\n", " --- under the realm of G40 G42 ---\n", "0.191962428833\n", "\n", " --- under the realm of G40 G43 ---\n", "0.188862235754\n", "\n", " --- under the realm of G40 G44 ---\n", "0.209726923762\n", "\n", " --- under the realm of G40 G45 ---\n", "0.212411519661\n", "\n", " --- under the realm of G40 G46 ---\n", "0.212695199537\n", "\n", " --- under the realm of G40 G47 ---\n", "0.213298444623\n", "\n", " --- under the realm of G40 G48 ---\n", "0.212482384824\n", "\n", " --- under the realm of G40 G49 ---\n", "0.209735919049\n", "\n", " --- under the realm of G40 G50 ---\n", "0.209818643854\n", "\n", " --- under the realm of G40 G51 ---\n", "0.213186495236\n", "\n", " --- under the realm of G40 G52 ---\n", "0.210523636767\n", "\n", " --- under the realm of G40 G53 ---\n", "0.213901689708\n", "\n", " --- under the realm of G40 G54 ---\n", "0.210911842359\n", 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"\n", " --- under the realm of G40 G70 ---\n", "0.221217022925\n", "\n", " --- under the realm of G40 G71 ---\n", "0.223238181294\n", "\n", " --- under the realm of G40 G72 ---\n", "0.223380678536\n", "\n", " --- under the realm of G40 G73 ---\n", "0.223663131601\n", "\n", " --- under the realm of G40 G74 ---\n", "0.221751009671\n", "\n", " --- under the realm of G40 G75 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.200042669008\n", "\n", " --- under the realm of G40 G76 ---\n", "0.200697410844\n", "\n", " --- under the realm of G40 G77 ---\n", "0.200294235035\n", "\n", " --- under the realm of G40 G78 ---\n", "0.200370039926\n", "\n", " --- under the realm of G40 G79 ---\n", "0.200431986341\n", "\n", " --- under the realm of G40 G80 ---\n", "0.198039608149\n", "\n", " --- under the realm of G40 G81 ---\n", "0.196810591324\n", "\n", " --- under the realm of G40 G82 ---\n", "0.215700667355\n", "\n", " --- under the realm of G40 G83 ---\n", "0.218052724959\n", "\n", " --- under the realm of G40 G84 ---\n", "0.218330896167\n", "\n", " --- under the realm of G40 G85 ---\n", "0.218858735617\n", "\n", " --- under the realm of G40 G86 ---\n", "0.218392903185\n", "\n", " --- under the realm of G40 G87 ---\n", "0.218060595835\n", "\n", " --- under the realm of G40 G88 ---\n", "0.219234986505\n", "\n", " --- under the realm of G40 G89 ---\n", "0.218159283775\n", "\n", " --- under the realm of G40 G90 ---\n", "0.219762825954\n", "\n", " --- under the realm of G40 G91 ---\n", "0.218749848838\n", "\n", " --- under the realm of G40 G92 ---\n", "0.219089528731\n", "\n", " --- under the realm of G40 G93 ---\n", "0.218789921915\n", "\n", " --- under the realm of G40 G94 ---\n", "0.218908197832\n", "\n", " --- under the realm of G40 G95 ---\n", "0.188577747788\n", "\n", " --- under the realm of G40 G96 ---\n", "0.189592592593\n", "\n", " --- under the realm of G40 G97 ---\n", "0.189329732213\n", "\n", " --- under the realm of G40 G98 ---\n", "0.189394265233\n", "\n", " --- under the realm of G40 G99 ---\n", "0.18737037037\n", "\n", " --- under the realm of G40 G100 ---\n", "0.183179637127\n", "\n", " --- under the realm of G40 G101 ---\n", "0.185271591273\n", "\n", " --- under the realm of G40 G102 ---\n", "0.183802682095\n", "\n", " --- under the realm of G40 G103 ---\n", "0.183978167165\n", "\n", " --- under the realm of G40 G104 ---\n", "0.225698613056\n", "\n", " --- under the realm of G40 G105 ---\n", "0.227329320404\n", "\n", " --- under the realm of G40 G106 ---\n", "0.227366934971\n", "\n", " --- under the realm of G40 G107 ---\n", "0.227665114109\n", "\n", " --- under the realm of G40 G108 ---\n", "0.227182788908\n", "\n", " --- under the realm of G40 G109 ---\n", "0.227852419799\n", "\n", " --- under the realm of G40 G110 ---\n", "0.228026555723\n", "\n", " --- under the realm of G40 G111 ---\n", "0.227135112054\n", "\n", " --- under the realm of G40 G112 ---\n", "0.227627470738\n", "\n", " --- under the realm of G40 G113 ---\n", "0.203499402628\n", "\n", " --- under the realm of G40 G114 ---\n", "0.222714215768\n", "\n", " --- under the realm of G40 G115 ---\n", "0.22269458871\n", "\n", " --- under the realm of G40 G116 ---\n", "0.222769333117\n", "\n", " --- under the realm of G40 G117 ---\n", "0.223316974549\n", "\n", " --- under the realm of G40 G118 ---\n", "0.223517851624\n", "\n", " --- under the realm of G40 G119 ---\n", "0.223372091898\n", "\n", " --- under the realm of G40 G120 ---\n", "0.220973957437\n", "\n", " --- under the realm of G40 G121 ---\n", "0.222824450467\n", "\n", " --- under the realm of G40 G122 ---\n", "0.223572968973\n", "\n", " --- under the realm of G40 G123 ---\n", "0.224321487479\n", "\n", " --- under the realm of G40 G124 ---\n", "0.224078386351\n", "\n", " --- under the realm of G40 G125 ---\n", "0.220346592241\n", "\n", " --- under the realm of G40 G126 ---\n", "0.223448012708\n", "\n", " --- under the realm of G40 G127 ---\n", "0.201889338731\n", "\n", " --- under the realm of G40 G128 ---\n", "0.197217955282\n", "\n", " --- under the realm of G40 G129 ---\n", "0.196373412163\n", "\n", " --- under the realm of G40 G130 ---\n", "0.192481643501\n", "\n", " --- under the realm of G40 G131 ---\n", "0.192031271799\n", "\n", " --- under the realm of G40 G132 ---\n", "0.194377765479\n", "\n", " --- under the realm of G40 G133 ---\n", "0.230711423814\n", "\n", " --- under the realm of G40 G134 ---\n", "0.230778293394\n", "\n", " --- under the realm of G40 G135 ---\n", "0.23074485895\n", "\n", " --- under the realm of G40 G136 ---\n", "0.231642793015\n", "\n", " --- under the realm of G40 G137 ---\n", "0.231420328025\n", "\n", " --- under the realm of G40 G138 ---\n", "0.231065531559\n", "\n", " --- under the realm of G40 G139 ---\n", "0.231098991126\n", "\n", " --- under the realm of G40 G140 ---\n", "0.229233645045\n", "\n", " --- under the realm of G40 G141 ---\n", "0.211588070262\n", "\n", " --- under the realm of G40 G142 ---\n", "0.211652694991\n", "\n", " --- under the realm of G40 G143 ---\n", "0.212501706454\n", "\n", " --- under the realm of G40 G144 ---\n", "0.210739401616\n", "\n", " --- under the realm of G40 G145 ---\n", "0.225018035997\n", "\n", " --- under the realm of G40 G146 ---\n", "0.22594526635\n", "\n", " --- under the realm of G40 G147 ---\n", "0.226203207097\n", "\n", " --- under the realm of G40 G148 ---\n", "0.226926479367\n", "\n", " --- under the realm of G40 G149 ---\n", "0.226196910396\n", "\n", " --- under the realm of G40 G150 ---\n", "0.224622788775\n", "\n", " --- under the realm of G40 G151 ---\n", "0.226252812711\n", "\n", " --- under the realm of G40 G152 ---\n", "0.224622737673\n", "\n", " --- under the realm of G40 G153 ---\n", "0.224063302991\n", "\n", " --- under the realm of G40 G154 ---\n", "0.224146266278\n", "\n", " --- under the realm of G40 G155 ---\n", "0.224907795992\n", "\n", " --- under the realm of G40 G156 ---\n", "0.224071306232\n", "\n", " --- under the realm of G40 G157 ---\n", "0.226792474807\n", "\n", " --- under the realm of G40 G158 ---\n", "0.207045114258\n", "\n", " --- under the realm of G40 G159 ---\n", "0.198506958077\n", "\n", " --- under the realm of G40 G160 ---\n", "0.201815016005\n", "\n", " --- under the realm of G40 G161 ---\n", "0.202189222775\n", "\n", " --- under the realm of G40 G162 ---\n", "0.202956989247\n", "\n", " --- under the realm of G40 G163 ---\n", "0.200533308796\n", "\n", " --- under the realm of G40 G164 ---\n", "0.201301075269\n", "\n", " --- under the realm of G40 G165 ---\n", "0.233204529394\n", "\n", " --- under the realm of G40 G166 ---\n", "0.232061650331\n", "\n", " --- under the realm of G40 G167 ---\n", "0.214170386342\n", "\n", " --- under the realm of G40 G168 ---\n", "0.214786446337\n", "\n", " --- under the realm of G40 G169 ---\n", "0.228815123931\n", "\n", " --- under the realm of G40 G170 ---\n", "0.229587406493\n", "\n", " --- under the realm of G40 G171 ---\n", "0.230290711998\n", "\n", " --- under the realm of G40 G172 ---\n", "0.230060386189\n", "\n", " --- under the realm of G40 G173 ---\n", "0.222547519936\n", "\n", " --- under the realm of G40 G174 ---\n", "0.229057836366\n", "\n", " --- under the realm of G40 G175 ---\n", "0.229046387818\n", "\n", " --- under the realm of G40 G176 ---\n", "0.229403810074\n", "\n", " --- under the realm of G40 G177 ---\n", "0.229019926838\n", "\n", " --- under the realm of G40 G178 ---\n", "0.229052112092\n", "\n", " --- under the realm of G40 G179 ---\n", "0.227612823994\n", "\n", " --- under the realm of G40 G180 ---\n", "0.236488136671\n", "\n", " --- under the realm of G40 G181 ---\n", "0.235588194713\n", "\n", " --- under the realm of G40 G182 ---\n", "0.235600235513\n", "\n", " --- under the realm of G40 G183 ---\n", "0.235614348181\n", "\n", " --- under the realm of G40 G184 ---\n", "0.234375469763\n", "--- marginalized kernel matrix of size 185 built in 172.65831565856934 seconds ---\n", "\n", " --- under the realm of G41 G41 ---\n", "0.177032252779\n", "\n", " --- under the realm of G41 G42 ---\n", "0.177451518592\n", "\n", " --- under the realm of G41 G43 ---\n", "0.171855017876\n", "\n", " --- under the realm of G41 G44 ---\n", "0.181468131384\n", "\n", " --- under the realm of G41 G45 ---\n", "0.183934456713\n", "\n", " --- under the realm of G41 G46 ---\n", "0.18419763695\n", "\n", " --- under the realm of G41 G47 ---\n", "0.184750292242\n", "\n", " --- under the realm of G41 G48 ---\n", "0.184003293895\n", "\n", " --- under the realm of G41 G49 ---\n", "0.181475226625\n", "\n", " --- under the realm of G41 G50 ---\n", "0.181553517983\n", "\n", " --- under the realm of G41 G51 ---\n", "0.184648719332\n", "\n", " --- under the realm of G41 G52 ---\n", "0.182199664096\n", "\n", " --- under the realm of G41 G53 ---\n", "0.185302947535\n", "\n", " --- under the realm of G41 G54 ---\n", "0.182557368243\n", "\n", " --- under the realm of G41 G55 ---\n", "0.182244442442\n", "\n", " --- under the realm of 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of G42 G176 ---\n", "0.199566371908\n", "\n", " --- under the realm of G42 G177 ---\n", "0.199177093441\n", "\n", " --- under the realm of G42 G178 ---\n", "0.199201448409\n", "\n", " --- under the realm of G42 G179 ---\n", "0.197856348157\n", "\n", " --- under the realm of G42 G180 ---\n", "0.208866706356\n", "\n", " --- under the realm of G42 G181 ---\n", "0.207554518157\n", "\n", " --- under the realm of G42 G182 ---\n", "0.20756281588\n", "\n", " --- under the realm of G42 G183 ---\n", "0.207574824574\n", "\n", " --- under the realm of G42 G184 ---\n", "0.206012498816\n", "--- marginalized kernel matrix of size 185 built in 182.58098125457764 seconds ---\n", "\n", " --- under the realm of G43 G43 ---\n", "0.174139229691\n", "\n", " --- under the realm of G43 G44 ---\n", "0.173561392301\n", "\n", " --- under the realm of G43 G45 ---\n", "0.175430449843\n", "\n", " --- under the realm of G43 G46 ---\n", "0.175591836735\n", "\n", " --- under the realm of G43 G47 ---\n", 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---\n", "0.148922232935\n", "\n", " --- under the realm of G43 G63 ---\n", "0.146115055888\n", "\n", " --- under the realm of G43 G64 ---\n", "0.191931522842\n", "\n", " --- under the realm of G43 G65 ---\n", "0.192230036971\n", "\n", " --- under the realm of G43 G66 ---\n", "0.192300197498\n", "\n", " --- under the realm of G43 G67 ---\n", "0.192333485338\n", "\n", " --- under the realm of G43 G68 ---\n", "0.192246316206\n", "\n", " --- under the realm of G43 G69 ---\n", "0.191934598956\n", "\n", " --- under the realm of G43 G70 ---\n", "0.191954199629\n", "\n", " --- under the realm of G43 G71 ---\n", "0.192304488711\n", "\n", " --- under the realm of G43 G72 ---\n", "0.192311927482\n", "\n", " --- under the realm of G43 G73 ---\n", "0.192369136015\n", "\n", " --- under the realm of G43 G74 ---\n", "0.192048297477\n", "\n", " --- under the realm of G43 G75 ---\n", "0.176807632539\n", "\n", " --- under the realm of G43 G76 ---\n", "0.176962341671\n", "\n", " --- under the realm of G43 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"0.196447740716\n", "\n", " --- under the realm of G43 G136 ---\n", "0.196567481149\n", "\n", " --- under the realm of G43 G137 ---\n", "0.196553397102\n", "\n", " --- under the realm of G43 G138 ---\n", "0.196493199281\n", "\n", " --- under the realm of G43 G139 ---\n", "0.196505916877\n", "\n", " --- under the realm of G43 G140 ---\n", "0.19613114403\n", "\n", " --- under the realm of G43 G141 ---\n", "0.183628455366\n", "\n", " --- under the realm of G43 G142 ---\n", "0.183655561492\n", "\n", " --- under the realm of G43 G143 ---\n", "0.183866089448\n", "\n", " --- under the realm of G43 G144 ---\n", "0.185296322481\n", "\n", " --- under the realm of G43 G145 ---\n", "0.185403084052\n", "\n", " --- under the realm of G43 G146 ---\n", "0.186051265077\n", "\n", " --- under the realm of G43 G147 ---\n", "0.186190684449\n", "\n", " --- under the realm of G43 G148 ---\n", "0.186724516952\n", "\n", " --- under the realm of G43 G149 ---\n", "0.186187713537\n", "\n", " --- under the realm 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under the realm of G43 G165 ---\n", "0.19781039579\n", "\n", " --- under the realm of G43 G166 ---\n", "0.197600979423\n", "\n", " --- under the realm of G43 G167 ---\n", "0.18759761895\n", "\n", " --- under the realm of G43 G168 ---\n", "0.187577233826\n", "\n", " --- under the realm of G43 G169 ---\n", "0.188303831936\n", "\n", " --- under the realm of G43 G170 ---\n", "0.188851266081\n", "\n", " --- under the realm of G43 G171 ---\n", "0.189283978054\n", "\n", " --- under the realm of G43 G172 ---\n", "0.189151688136\n", "\n", " --- under the realm of G43 G173 ---\n", "0.18275007785\n", "\n", " --- under the realm of G43 G174 ---\n", "0.188434186666\n", "\n", " --- under the realm of G43 G175 ---\n", "0.188428785006\n", "\n", " --- under the realm of G43 G176 ---\n", "0.188709043156\n", "\n", " --- under the realm of G43 G177 ---\n", "0.188417249843\n", "\n", " --- under the realm of G43 G178 ---\n", "0.188431485836\n", "\n", " --- under the realm of G43 G179 ---\n", "0.187475554174\n", "\n", " --- under the realm of G43 G180 ---\n", "0.199210136397\n", "\n", " --- under the realm of G43 G181 ---\n", "0.19905307558\n", "\n", " --- under the realm of G43 G182 ---\n", "0.199057002591\n", "\n", " --- under the realm of G43 G183 ---\n", "0.199063159791\n", "\n", " --- under the realm of G43 G184 ---\n", "0.198803571601\n", "--- marginalized kernel matrix of size 185 built in 187.53314757347107 seconds ---\n", "\n", " --- under the realm of G44 G44 ---\n", "0.227314475448\n", "\n", " --- under the realm of G44 G45 ---\n", "0.228786943636\n", "\n", " --- under the realm of G44 G46 ---\n", "0.229113147837\n", "\n", " --- under the realm of G44 G47 ---\n", "0.22927236271\n", "\n", " --- under the realm of G44 G48 ---\n", "0.228868221147\n", "\n", " --- under the realm of G44 G49 ---\n", "0.227324190306\n", "\n", " --- under the realm of G44 G50 ---\n", "0.227419185763\n", "\n", " --- under the realm of G44 G51 ---\n", "0.229143980962\n", "\n", " --- under 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--- under the realm of G44 G82 ---\n", "0.232260674308\n", "\n", " --- under the realm of G44 G83 ---\n", "0.233553349092\n", "\n", " --- under the realm of G44 G84 ---\n", "0.233873202197\n", "\n", " --- under the realm of G44 G85 ---\n", "0.234012522075\n", "\n", " --- under the realm of G44 G86 ---\n", "0.233944319673\n", "\n", " --- under the realm of G44 G87 ---\n", "0.233561854773\n", "\n", " --- under the realm of G44 G88 ---\n", "0.234211651173\n", "\n", " --- under the realm of G44 G89 ---\n", "0.233675232379\n", "\n", " --- under the realm of G44 G90 ---\n", "0.234353800597\n", "\n", " --- under the realm of G44 G91 ---\n", "0.233887386227\n", "\n", " --- under the realm of G44 G92 ---\n", "0.234044602181\n", "\n", " --- under the realm of G44 G93 ---\n", "0.233933569988\n", "\n", " --- under the realm of G44 G94 ---\n", "0.234069339986\n", "\n", " --- under the realm of G44 G95 ---\n", "0.209163572805\n", "\n", " --- under the realm of G44 G96 ---\n", "0.209017765479\n", 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"0.246945656331\n", "\n", " --- under the realm of G47 G175 ---\n", "0.246934769104\n", "\n", " --- under the realm of G47 G176 ---\n", "0.247314887045\n", "\n", " --- under the realm of G47 G177 ---\n", "0.246910168554\n", "\n", " --- under the realm of G47 G178 ---\n", "0.246940212718\n", "\n", " --- under the realm of G47 G179 ---\n", "0.245504996241\n", "\n", " --- under the realm of G47 G180 ---\n", "0.243508235496\n", "\n", " --- under the realm of G47 G181 ---\n", "0.241727612067\n", "\n", " --- under the realm of G47 G182 ---\n", "0.241740223272\n", "\n", " --- under the realm of G47 G183 ---\n", "0.241782021169\n", "\n", " --- under the realm of G47 G184 ---\n", "0.239427339687\n", "--- marginalized kernel matrix of size 185 built in 206.85010075569153 seconds ---\n", "\n", " --- under the realm of G48 G48 ---\n", "0.23134792777\n", "\n", " --- under the realm of G48 G49 ---\n", "0.228875740095\n", "\n", " --- under the realm of G48 G50 ---\n", "0.228965033776\n", "\n", " --- 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under the realm of G48 G66 ---\n", "0.223145180023\n", "\n", " --- under the realm of G48 G67 ---\n", "0.223806554468\n", "\n", " --- under the realm of G48 G68 ---\n", "0.222884285745\n", "\n", " --- under the realm of G48 G69 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.21973720686\n", "\n", " --- under the realm of G48 G70 ---\n", "0.219841064512\n", "\n", " --- under the realm of G48 G71 ---\n", "0.223670134964\n", "\n", " --- under the realm of G48 G72 ---\n", "0.223946217406\n", "\n", " --- under the realm of G48 G73 ---\n", "0.224467928913\n", "\n", " --- under the realm of G48 G74 ---\n", "0.220853099531\n", "\n", " --- under the realm of G48 G75 ---\n", "0.19525203252\n", "\n", " --- under the realm of G48 G76 ---\n", "0.196409437799\n", "\n", " --- under the realm of G48 G77 ---\n", "0.195711368093\n", "\n", " --- under the realm of G48 G78 ---\n", "0.19583073516\n", "\n", " --- under the realm of G48 G79 ---\n", "0.19595294023\n", "\n", " --- under 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--- under the realm of G48 G139 ---\n", "0.234650121177\n", "\n", " --- under the realm of G48 G140 ---\n", "0.231173169862\n", "\n", " --- under the realm of G48 G141 ---\n", "0.210508260221\n", "\n", " --- under the realm of G48 G142 ---\n", "0.210635014606\n", "\n", " --- under the realm of G48 G143 ---\n", "0.212121718931\n", "\n", " --- under the realm of G48 G144 ---\n", "0.206684658558\n", "\n", " --- under the realm of G48 G145 ---\n", "0.242431588652\n", "\n", " --- under the realm of G48 G146 ---\n", "0.243261240868\n", "\n", " --- under the realm of G48 G147 ---\n", "0.243525001587\n", "\n", " --- under the realm of G48 G148 ---\n", "0.244138957527\n", "\n", " --- under the realm of G48 G149 ---\n", "0.243519738497\n", "\n", " --- under the realm of G48 G150 ---\n", "0.242067170417\n", "\n", " --- under the realm of G48 G151 ---\n", "0.243580006267\n", "\n", " --- under the realm of G48 G152 ---\n", "0.242067126731\n", "\n", " --- under the realm of G48 G153 ---\n", 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of G48 G168 ---\n", "0.21217830926\n", "\n", " --- under the realm of G48 G169 ---\n", "0.245803956463\n", "\n", " --- under the realm of G48 G170 ---\n", "0.246479913023\n", "\n", " --- under the realm of G48 G171 ---\n", "0.247173385177\n", "\n", " --- under the realm of G48 G172 ---\n", "0.246928530875\n", "\n", " --- under the realm of G48 G173 ---\n", "0.240454464283\n", "\n", " --- under the realm of G48 G174 ---\n", "0.246051273864\n", "\n", " --- under the realm of G48 G175 ---\n", "0.24604170461\n", "\n", " --- under the realm of G48 G176 ---\n", "0.246330775681\n", "\n", " --- under the realm of G48 G177 ---\n", "0.246017022365\n", "\n", " --- under the realm of G48 G178 ---\n", "0.246046489237\n", "\n", " --- under the realm of G48 G179 ---\n", "0.244718396995\n", "\n", " --- under the realm of G48 G180 ---\n", "0.242396678567\n", "\n", " --- under the realm of G48 G181 ---\n", "0.240692093131\n", "\n", " --- under the realm of G48 G182 ---\n", "0.240704497042\n", "\n", " --- under the realm of G48 G183 ---\n", "0.240747657208\n", "\n", " --- under the realm of G48 G184 ---\n", "0.238456429792\n", "--- marginalized kernel matrix of size 185 built in 211.63928532600403 seconds ---\n", "\n", " --- under the realm of G49 G49 ---\n", "0.227334505485\n", "\n", " --- under the realm of G49 G50 ---\n", "0.227428540741\n", "\n", " --- under the realm of G49 G51 ---\n", "0.229152280136\n", "\n", " --- under the realm of G49 G52 ---\n", "0.227699456449\n", "\n", " --- under the realm of G49 G53 ---\n", "0.229443546421\n", "\n", " --- under the realm of G49 G54 ---\n", "0.227875629507\n", "\n", " --- under the realm of G49 G55 ---\n", "0.227751127168\n", "\n", " --- under the realm of G49 G56 ---\n", "0.201615228513\n", "\n", " --- under the realm of G49 G57 ---\n", "0.199575590889\n", "\n", " --- under the realm of G49 G58 ---\n", "0.200491985954\n", "\n", " --- under the realm of G49 G59 ---\n", "0.19948998912\n", "\n", " --- under the realm of G49 G60 ---\n", 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---\n", "0.192497428975\n", "\n", " --- under the realm of G49 G76 ---\n", "0.193466806595\n", "\n", " --- under the realm of G49 G77 ---\n", "0.192862813121\n", "\n", " --- under the realm of G49 G78 ---\n", "0.192982117785\n", "\n", " --- under the realm of G49 G79 ---\n", "0.193058333811\n", "\n", " --- under the realm of G49 G80 ---\n", "0.18628520397\n", "\n", " --- under the realm of G49 G81 ---\n", "0.184350700794\n", "\n", " --- under the realm of G49 G82 ---\n", "0.232271458891\n", "\n", " --- under the realm of G49 G83 ---\n", "0.233563204666\n", "\n", " --- under the realm of G49 G84 ---\n", "0.233882823013\n", "\n", " --- under the realm of G49 G85 ---\n", "0.234023248041\n", "\n", " --- under the realm of G49 G86 ---\n", "0.233952739527\n", "\n", " --- under the realm of G49 G87 ---\n", "0.233572232687\n", "\n", " --- under the realm of G49 G88 ---\n", "0.234221940476\n", "\n", " --- under the realm of G49 G89 ---\n", "0.233683946106\n", "\n", " --- under the realm of G49 G90 ---\n", "0.234365188253\n", "\n", " --- under the realm of G49 G91 ---\n", "0.233897568436\n", "\n", " --- under the realm of G49 G92 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.234054682821\n", "\n", " --- under the realm of G49 G93 ---\n", "0.233942801405\n", "\n", " --- under the realm of G49 G94 ---\n", "0.234078382696\n", "\n", " --- under the realm of G49 G95 ---\n", "0.20916922856\n", "\n", " --- under the realm of G49 G96 ---\n", "0.209022954023\n", "\n", " --- under the realm of G49 G97 ---\n", "0.209157005485\n", "\n", " --- under the realm of G49 G98 ---\n", "0.209229514653\n", "\n", " --- under the realm of G49 G99 ---\n", "0.207649275405\n", "\n", " --- under the realm of G49 G100 ---\n", "0.20534030302\n", "\n", " --- under the realm of G49 G101 ---\n", "0.20649028392\n", "\n", " --- under the realm of G49 G102 ---\n", "0.205636739835\n", "\n", " --- under the realm of G49 G103 ---\n", "0.205839814487\n", "\n", " --- under the realm of G49 G104 ---\n", "0.223168912108\n", "\n", " --- under the realm of G49 G105 ---\n", "0.225901872817\n", "\n", " --- under the realm of G49 G106 ---\n", "0.225976661681\n", "\n", " --- under the realm of G49 G107 ---\n", "0.226461350491\n", "\n", " --- under the realm of G49 G108 ---\n", "0.225659595558\n", "\n", " --- under the realm of G49 G109 ---\n", "0.226764939489\n", "\n", " --- under the realm of G49 G110 ---\n", "0.22705410761\n", "\n", " --- under the realm of G49 G111 ---\n", "0.225571822177\n", "\n", " --- under the realm of G49 G112 ---\n", "0.226386561627\n", "\n", " --- under the realm of G49 G113 ---\n", "0.193427149087\n", "\n", " --- under the realm of G49 G114 ---\n", "0.237586897965\n", "\n", " --- under the realm of G49 G115 ---\n", "0.237563288878\n", "\n", " --- under the realm of G49 G116 ---\n", "0.237649045956\n", "\n", " --- under the realm of G49 G117 ---\n", "0.237864175121\n", "\n", " --- under the realm of G49 G118 ---\n", "0.237888342521\n", "\n", " --- 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"0.230494503696\n", "\n", " --- under the realm of G49 G134 ---\n", "0.230627461677\n", "\n", " --- under the realm of G49 G135 ---\n", "0.230560982686\n", "\n", " --- under the realm of G49 G136 ---\n", "0.232028844447\n", "\n", " --- under the realm of G49 G137 ---\n", "0.231681252111\n", "\n", " --- under the realm of G49 G138 ---\n", "0.231087877903\n", "\n", " --- under the realm of G49 G139 ---\n", "0.231154356894\n", "\n", " --- under the realm of G49 G140 ---\n", "0.228027721486\n", "\n", " --- under the realm of G49 G141 ---\n", "0.207445053326\n", "\n", " --- under the realm of G49 G142 ---\n", "0.207564715509\n", "\n", " --- under the realm of G49 G143 ---\n", "0.208825960002\n", "\n", " --- under the realm of G49 G144 ---\n", "0.203734234358\n", "\n", " --- under the realm of G49 G145 ---\n", "0.239727859923\n", "\n", " --- under the realm of G49 G146 ---\n", "0.24023061288\n", "\n", " --- under the realm of G49 G147 ---\n", "0.240528909748\n", "\n", " --- under the realm of G49 G148 ---\n", "0.240800211919\n", "\n", " --- under the realm of G49 G149 ---\n", "0.240521687343\n", "\n", " --- under the realm of G49 G150 ---\n", "0.239461844059\n", "\n", " --- under the realm of G49 G151 ---\n", "0.240584842934\n", "\n", " --- under the realm of G49 G152 ---\n", "0.239461771632\n", "\n", " --- under the realm of G49 G153 ---\n", "0.239196750765\n", "\n", " --- under the realm of G49 G154 ---\n", "0.239292496479\n", "\n", " --- under the realm of G49 G155 ---\n", "0.239601124241\n", "\n", " --- under the realm of G49 G156 ---\n", "0.239206258458\n", "\n", " --- under the realm of G49 G157 ---\n", "0.240645195226\n", "\n", " --- under the realm of G49 G158 ---\n", "0.222407805655\n", "\n", " --- under the realm of G49 G159 ---\n", "0.218007865182\n", "\n", " --- under the realm of G49 G160 ---\n", "0.219757685891\n", "\n", " --- under the realm of G49 G161 ---\n", "0.220186187094\n", "\n", " --- under the realm of G49 G162 ---\n", "0.220390391791\n", "\n", " --- under the realm of G49 G163 ---\n", "0.21889336059\n", "\n", " --- under the realm of G49 G164 ---\n", "0.219097635347\n", "\n", " --- under the realm of G49 G165 ---\n", "0.233830064956\n", "\n", " --- under the realm of G49 G166 ---\n", "0.231914718132\n", "\n", " --- under the realm of G49 G167 ---\n", "0.208066931595\n", "\n", " --- under the realm of G49 G168 ---\n", "0.209165403854\n", "\n", " --- under the realm of G49 G169 ---\n", "0.242654892232\n", "\n", " --- under the realm of G49 G170 ---\n", "0.243034326088\n", "\n", " --- under the realm of G49 G171 ---\n", "0.243673740862\n", "\n", " --- under the realm of G49 G172 ---\n", "0.243410701906\n", "\n", " --- under the realm of G49 G173 ---\n", "0.236938001636\n", "\n", " --- under the realm of G49 G174 ---\n", "0.242936010298\n", "\n", " --- under the realm of G49 G175 ---\n", "0.242922878652\n", "\n", " --- under the realm of G49 G176 ---\n", "0.242992843283\n", "\n", " --- under the realm of G49 G177 ---\n", "0.242890715211\n", "\n", " --- under the realm of G49 G178 ---\n", "0.242929444475\n", "\n", " --- under the realm of G49 G179 ---\n", "0.24195594363\n", "\n", " --- under the realm of G49 G180 ---\n", "0.238611611748\n", "\n", " --- under the realm of G49 G181 ---\n", "0.237120559349\n", "\n", " --- under the realm of G49 G182 ---\n", "0.237134128535\n", "\n", " --- under the realm of G49 G183 ---\n", "0.237172538852\n", "\n", " --- under the realm of G49 G184 ---\n", "0.23509498246\n", "--- marginalized kernel matrix of size 185 built in 216.40111827850342 seconds ---\n", "\n", " --- under the realm of G50 G50 ---\n", "0.227529793568\n", "\n", " --- under the realm of G50 G51 ---\n", "0.229224454371\n", "\n", " --- under the realm of G50 G52 ---\n", "0.227783491102\n", "\n", " --- under the realm of G50 G53 ---\n", "0.229497532473\n", "\n", " --- under the realm of G50 G54 ---\n", "0.227954847027\n", "\n", " --- under the realm of G50 G55 ---\n", "0.227840742608\n", "\n", " --- 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--- under the realm of G50 G71 ---\n", "0.22051426954\n", "\n", " --- under the realm of G50 G72 ---\n", "0.22073325389\n", "\n", " --- under the realm of G50 G73 ---\n", "0.22120010795\n", "\n", " --- under the realm of G50 G74 ---\n", "0.218034092335\n", "\n", " --- under the realm of G50 G75 ---\n", "0.192591999373\n", "\n", " --- under the realm of G50 G76 ---\n", "0.193550094456\n", "\n", " --- under the realm of G50 G77 ---\n", "0.192949985848\n", "\n", " --- under the realm of G50 G78 ---\n", "0.193071046915\n", "\n", " --- under the realm of G50 G79 ---\n", "0.193141597153\n", "\n", " --- under the realm of G50 G80 ---\n", "0.186341927704\n", "\n", " --- under the realm of G50 G81 ---\n", "0.184404090174\n", "\n", " --- under the realm of G50 G82 ---\n", "0.232375048988\n", "\n", " --- under the realm of G50 G83 ---\n", "0.233655030296\n", "\n", " --- under the realm of G50 G84 ---\n", "0.23398925782\n", "\n", " --- under the realm of G50 G85 ---\n", "0.234109313871\n", "\n", " --- under the realm of G50 G86 ---\n", "0.234066146894\n", "\n", " --- under the realm of G50 G87 ---\n", "0.233663223591\n", "\n", " --- under the realm of G50 G88 ---\n", "0.234306846026\n", "\n", " --- under the realm of G50 G89 ---\n", "0.23378509672\n", "\n", " --- under the realm of G50 G90 ---\n", "0.234429824404\n", "\n", " --- under the realm of G50 G91 ---\n", "0.233979895644\n", "\n", " --- under the realm of G50 G92 ---\n", "0.234132834123\n", "\n", " --- under the realm of G50 G93 ---\n", "0.234029983324\n", "\n", " --- under the realm of G50 G94 ---\n", "0.234172252018\n", "\n", " --- under the realm of G50 G95 ---\n", "0.209247318267\n", "\n", " --- under the realm of G50 G96 ---\n", "0.209041453296\n", "\n", " --- under the realm of G50 G97 ---\n", "0.209200480997\n", "\n", " --- under the realm of G50 G98 ---\n", "0.2092779661\n", "\n", " --- under the realm of G50 G99 ---\n", "0.20768476966\n", "\n", " --- under the realm of G50 G100 ---\n", "0.205396854621\n", "\n", " --- under the realm of G50 G101 ---\n", "0.206536266628\n", "\n", " --- under the realm of G50 G102 ---\n", "0.205684878644\n", "\n", " --- under the realm of G50 G103 ---\n", "0.205896501114\n", "\n", " --- under the realm of G50 G104 ---\n", "0.223277337489\n", "\n", " --- under the realm of G50 G105 ---\n", "0.226016560097\n", "\n", " --- under the realm of G50 G106 ---\n", "0.226093602586\n", "\n", " --- under the realm of G50 G107 ---\n", "0.226572650127\n", "\n", " --- under the realm of G50 G108 ---\n", "0.225770706788\n", "\n", " --- under the realm of G50 G109 ---\n", "0.226874268292\n", "\n", " --- under the realm of G50 G110 ---\n", "0.227161704527\n", "\n", " --- under the realm of G50 G111 ---\n", "0.225680815297\n", "\n", " --- under the realm of G50 G112 ---\n", "0.226495607639\n", "\n", " --- under the realm of G50 G113 ---\n", "0.193493511002\n", "\n", " --- under the realm of G50 G114 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.237697977403\n", "\n", " --- under the realm of G50 G115 ---\n", "0.237675525377\n", "\n", " --- under the realm of G50 G116 ---\n", "0.237766323201\n", "\n", " --- under the realm of G50 G117 ---\n", "0.237968115476\n", "\n", " --- under the realm of G50 G118 ---\n", "0.237980290371\n", "\n", " --- under the realm of G50 G119 ---\n", "0.238036457274\n", "\n", " --- under the realm of G50 G120 ---\n", "0.236521629341\n", "\n", " --- under the realm of G50 G121 ---\n", "0.237834668992\n", "\n", " --- under the realm of G50 G122 ---\n", "0.238048630209\n", "\n", " --- under the realm of G50 G123 ---\n", "0.23826648325\n", "\n", " --- under the realm of G50 G124 ---\n", "0.238202297346\n", "\n", " --- under the realm of G50 G125 ---\n", "0.23622917964\n", "\n", " --- under the realm of G50 G126 ---\n", "0.23812800694\n", "\n", " --- under the realm of G50 G127 ---\n", "0.217901607908\n", "\n", " --- under the realm of G50 G128 ---\n", "0.215449752504\n", "\n", " --- under the realm of 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"0.222491139025\n", "\n", " --- under the realm of G50 G159 ---\n", "0.218101258446\n", "\n", " --- under the realm of G50 G160 ---\n", "0.219825413746\n", "\n", " --- under the realm of G50 G161 ---\n", "0.220277169009\n", "\n", " --- under the realm of G50 G162 ---\n", "0.220451683954\n", "\n", " --- under the realm of G50 G163 ---\n", "0.218973710434\n", "\n", " --- under the realm of G50 G164 ---\n", "0.219148363488\n", "\n", " --- under the realm of G50 G165 ---\n", "0.233950186917\n", "\n", " --- under the realm of G50 G166 ---\n", "0.232034270553\n", "\n", " --- under the realm of G50 G167 ---\n", "0.208164970987\n", "\n", " --- under the realm of G50 G168 ---\n", "0.209257048901\n", "\n", " --- under the realm of G50 G169 ---\n", "0.24276639159\n", "\n", " --- under the realm of G50 G170 ---\n", "0.243134800558\n", "\n", " --- under the realm of G50 G171 ---\n", "0.243797617479\n", "\n", " --- under the realm of G50 G172 ---\n", "0.243517820864\n", "\n", " --- under the realm of G50 G173 ---\n", "0.2370528231\n", "\n", " --- under the realm of G50 G174 ---\n", "0.243055738932\n", "\n", " --- under the realm of G50 G175 ---\n", "0.24304382148\n", "\n", " --- under the realm of G50 G176 ---\n", "0.243100268774\n", "\n", " --- under the realm of G50 G177 ---\n", "0.243012954724\n", "\n", " --- under the realm of G50 G178 ---\n", "0.243049780206\n", "\n", " --- under the realm of G50 G179 ---\n", "0.242069138791\n", "\n", " --- under the realm of G50 G180 ---\n", "0.238735889203\n", "\n", " --- under the realm of G50 G181 ---\n", "0.237248459896\n", "\n", " --- under the realm of G50 G182 ---\n", "0.237261798908\n", "\n", " --- under the realm of G50 G183 ---\n", "0.237302067759\n", "\n", " --- under the realm of G50 G184 ---\n", "0.235218581479\n", "--- marginalized kernel matrix of size 185 built in 221.08330917358398 seconds ---\n", "\n", " --- under the realm of G51 G51 ---\n", "0.232693141225\n", "\n", " --- under the realm of G51 G52 ---\n", 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---\n", "0.224634226039\n", "\n", " --- under the realm of G51 G68 ---\n", "0.223670134964\n", "\n", " --- under the realm of G51 G69 ---\n", "0.220414643567\n", "\n", " --- under the realm of G51 G70 ---\n", "0.22051426954\n", "\n", " --- under the realm of G51 G71 ---\n", "0.224502763802\n", "\n", " --- under the realm of G51 G72 ---\n", "0.224807205054\n", "\n", " --- under the realm of G51 G73 ---\n", "0.225347350055\n", "\n", " --- under the realm of G51 G74 ---\n", "0.221564065211\n", "\n", " --- under the realm of G51 G75 ---\n", "0.195930964269\n", "\n", " --- under the realm of G51 G76 ---\n", "0.197178931299\n", "\n", " --- under the realm of G51 G77 ---\n", "0.196439918327\n", "\n", " --- under the realm of G51 G78 ---\n", "0.196554947784\n", "\n", " --- under the realm of G51 G79 ---\n", "0.196706304422\n", "\n", " --- under the realm of G51 G80 ---\n", "0.189363867241\n", "\n", " --- under the realm of G51 G81 ---\n", "0.187193199868\n", "\n", " --- under the realm of G51 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under the realm of G51 G112 ---\n", "0.230622844574\n", "\n", " --- under the realm of G51 G113 ---\n", "0.196563515066\n", "\n", " --- under the realm of G51 G114 ---\n", "0.241103800017\n", "\n", " --- under the realm of G51 G115 ---\n", "0.241085787795\n", "\n", " --- under the realm of G51 G116 ---\n", "0.241151399526\n", "\n", " --- under the realm of G51 G117 ---\n", "0.241731689541\n", "\n", " --- under the realm of G51 G118 ---\n", "0.241958024208\n", "\n", " --- under the realm of G51 G119 ---\n", "0.241779269725\n", "\n", " --- under the realm of G51 G120 ---\n", "0.239374837817\n", "\n", " --- under the realm of G51 G121 ---\n", "0.241198998475\n", "\n", " --- under the realm of G51 G122 ---\n", "0.242005595226\n", "\n", " --- under the realm of G51 G123 ---\n", "0.242811911863\n", "\n", " --- under the realm of G51 G124 ---\n", "0.242548415267\n", "\n", " --- under the realm of G51 G125 ---\n", "0.23872362248\n", "\n", " --- under the realm of G51 G126 ---\n", "0.241845897892\n", "\n", " --- under the realm of G51 G127 ---\n", "0.221991179363\n", "\n", " --- under the realm of G51 G128 ---\n", "0.218584374484\n", "\n", " --- under the realm of G51 G129 ---\n", "0.217663993318\n", "\n", " --- under the realm of G51 G130 ---\n", "0.213708925055\n", "\n", " --- under the realm of G51 G131 ---\n", "0.213373138142\n", "\n", " --- under the realm of G51 G132 ---\n", "0.215746047635\n", "\n", " --- under the realm of G51 G133 ---\n", "0.234726006978\n", "\n", " --- under the realm of G51 G134 ---\n", "0.234860836999\n", "\n", " --- under the realm of G51 G135 ---\n", "0.234793421988\n", "\n", " --- under the realm of G51 G136 ---\n", "0.236629612695\n", "\n", " --- under the realm of G51 G137 ---\n", "0.236156037415\n", "\n", " --- under the realm of G51 G138 ---\n", "0.235441022196\n", "\n", " --- under the realm of G51 G139 ---\n", "0.235508437207\n", "\n", " --- under the realm of G51 G140 ---\n", "0.231926666188\n", "\n", " --- under the realm of G51 G141 ---\n", "0.21125340628\n", "\n", " --- under the realm of G51 G142 ---\n", "0.211374753299\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- under the realm of G51 G143 ---\n", "0.212966651426\n", "\n", " --- under the realm of G51 G144 ---\n", "0.207470803181\n", "\n", " --- under the realm of G51 G145 ---\n", "0.243050376232\n", "\n", " --- under the realm of G51 G146 ---\n", "0.243998071904\n", "\n", " --- under the realm of G51 G147 ---\n", "0.244226795384\n", "\n", " --- under the realm of G51 G148 ---\n", "0.244995594994\n", "\n", " --- under the realm of G51 G149 ---\n", "0.244220988686\n", "\n", " --- under the realm of G51 G150 ---\n", "0.242657703478\n", "\n", " --- under the realm of G51 G151 ---\n", "0.244269634916\n", "\n", " --- under the realm of G51 G152 ---\n", "0.242657658315\n", "\n", " --- under the realm of G51 G153 ---\n", "0.242076341028\n", "\n", " --- under the realm of G51 G154 ---\n", "0.242149884186\n", "\n", " --- under 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of G53 G182 ---\n", "0.242445225178\n", "\n", " --- under the realm of G53 G183 ---\n", "0.242483462348\n", "\n", " --- under the realm of G53 G184 ---\n", "0.240076039131\n", "--- marginalized kernel matrix of size 185 built in 235.07260656356812 seconds ---\n", "\n", " --- under the realm of G54 G54 ---\n", "0.228695504666\n", "\n", " --- under the realm of G54 G55 ---\n", "0.228468551822\n", "\n", " --- under the realm of G54 G56 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.202305688114\n", "\n", " --- under the realm of G54 G57 ---\n", "0.199314531766\n", "\n", " --- under the realm of G54 G58 ---\n", "0.200935188983\n", "\n", " --- under the realm of G54 G59 ---\n", "0.19924427958\n", "\n", " --- under the realm of G54 G60 ---\n", "0.200855525488\n", "\n", " --- under the realm of G54 G61 ---\n", "0.197270005595\n", "\n", " --- under the realm of G54 G62 ---\n", "0.200819691511\n", "\n", " --- under the realm of G54 G63 ---\n", "0.197779495931\n", "\n", " 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of G54 G167 ---\n", "0.209224756824\n", "\n", " --- under the realm of G54 G168 ---\n", "0.210457877178\n", "\n", " --- under the realm of G54 G169 ---\n", "0.243959378893\n", "\n", " --- under the realm of G54 G170 ---\n", "0.244510115247\n", "\n", " --- under the realm of G54 G171 ---\n", "0.245132959017\n", "\n", " --- under the realm of G54 G172 ---\n", "0.244909259555\n", "\n", " --- under the realm of G54 G173 ---\n", "0.238416775627\n", "\n", " --- under the realm of G54 G174 ---\n", "0.244204802337\n", "\n", " --- under the realm of G54 G175 ---\n", "0.2441921075\n", "\n", " --- under the realm of G54 G176 ---\n", "0.24440039716\n", "\n", " --- under the realm of G54 G177 ---\n", "0.244162740557\n", "\n", " --- under the realm of G54 G178 ---\n", "0.244198454919\n", "\n", " --- under the realm of G54 G179 ---\n", "0.243059832282\n", "\n", " --- under the realm of G54 G180 ---\n", "0.240206896614\n", "\n", " --- under the realm of G54 G181 ---\n", "0.238598526378\n", "\n", " --- under the realm of G54 G182 ---\n", "0.238611611748\n", "\n", " --- under the realm of G54 G183 ---\n", "0.238649607801\n", "\n", " --- under the realm of G54 G184 ---\n", "0.236475798573\n", "--- marginalized kernel matrix of size 185 built in 239.67337703704834 seconds ---\n", "\n", " --- under the realm of G55 G55 ---\n", "0.228283388799\n", "\n", " --- under the realm of G55 G56 ---\n", "0.202082237458\n", "\n", " --- under the realm of G55 G57 ---\n", "0.199440944867\n", "\n", " --- under the realm of G55 G58 ---\n", "0.200792024871\n", "\n", " --- under the realm of G55 G59 ---\n", "0.199358053303\n", "\n", " --- under the realm of G55 G60 ---\n", "0.200809918153\n", "\n", " --- under the realm of G55 G61 ---\n", "0.197421087111\n", "\n", " --- under the realm of G55 G62 ---\n", "0.200667877751\n", "\n", " --- under the realm of G55 G63 ---\n", "0.197870690572\n", "\n", " --- under the realm of G55 G64 ---\n", "0.217756218849\n", "\n", " --- under the realm of G55 G65 ---\n", 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---\n", "0.187038989374\n", "\n", " --- under the realm of G55 G81 ---\n", "0.185046836719\n", "\n", " --- under the realm of G55 G82 ---\n", "0.23279651645\n", "\n", " --- under the realm of G55 G83 ---\n", "0.234372995032\n", "\n", " --- under the realm of G55 G84 ---\n", "0.234673245639\n", "\n", " --- under the realm of G55 G85 ---\n", "0.23492343836\n", "\n", " --- under the realm of G55 G86 ---\n", "0.234740609644\n", "\n", " --- under the realm of G55 G87 ---\n", "0.234380872585\n", "\n", " --- under the realm of G55 G88 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.235170373946\n", "\n", " --- under the realm of G55 G89 ---\n", "0.234488097984\n", "\n", " --- under the realm of G55 G90 ---\n", "0.235422082448\n", "\n", " --- under the realm of G55 G91 ---\n", "0.234806197523\n", "\n", " --- under the realm of G55 G92 ---\n", "0.235013595914\n", "\n", " --- under the realm of G55 G93 ---\n", "0.234849958984\n", "\n", " --- under the realm of G55 G94 ---\n", "0.234977483786\n", "\n", " --- under the realm of G55 G95 ---\n", "0.209479849035\n", "\n", " --- under the realm of G55 G96 ---\n", "0.209682771012\n", "\n", " --- under the realm of G55 G97 ---\n", "0.20969641031\n", "\n", " --- under the realm of G55 G98 ---\n", "0.209765260842\n", "\n", " --- under the realm of G55 G99 ---\n", "0.20809514142\n", "\n", " --- under the realm of G55 G100 ---\n", "0.205281465212\n", "\n", " --- under the realm of G55 G101 ---\n", "0.206684201751\n", "\n", " --- under the realm of G55 G102 ---\n", "0.205667793956\n", "\n", " --- under the realm of G55 G103 ---\n", "0.205858045877\n", "\n", " --- under the realm of G55 G104 ---\n", "0.224058903102\n", "\n", " --- under the realm of G55 G105 ---\n", "0.226887447767\n", "\n", " --- under the realm of G55 G106 ---\n", "0.226962861157\n", "\n", " --- under the realm of G55 G107 ---\n", "0.227483515235\n", "\n", " --- under the realm of G55 G108 ---\n", "0.226648626522\n", "\n", " --- under the realm 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---\n", "0.207407910561\n", "\n", " --- under the realm of G56 G126 ---\n", "0.20897381582\n", "\n", " --- under the realm of G56 G127 ---\n", "0.194743769992\n", "\n", " --- under the realm of G56 G128 ---\n", "0.194683521805\n", "\n", " --- under the realm of G56 G129 ---\n", "0.194081649211\n", "\n", " --- under the realm of G56 G130 ---\n", "0.192028221618\n", "\n", " --- under the realm of G56 G131 ---\n", "0.19199890814\n", "\n", " --- under the realm of G56 G132 ---\n", "0.193209417998\n", "\n", " --- under the realm of G56 G133 ---\n", "0.197501745251\n", "\n", " --- under the realm of G56 G134 ---\n", "0.197580670559\n", "\n", " --- under the realm of G56 G135 ---\n", "0.197541207905\n", "\n", " --- under the realm of G56 G136 ---\n", "0.1990335097\n", "\n", " --- under the realm of G56 G137 ---\n", "0.198613170632\n", "\n", " --- under the realm of G56 G138 ---\n", "0.198057457942\n", "\n", " --- under the realm of G56 G139 ---\n", "0.198096920596\n", "\n", " --- under the 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"0.212019111055\n", "\n", " --- under the realm of G56 G170 ---\n", "0.21246787114\n", "\n", " --- under the realm of G56 G171 ---\n", "0.212703210843\n", "\n", " --- under the realm of G56 G172 ---\n", "0.212661590236\n", "\n", " --- under the realm of G56 G173 ---\n", "0.208159958659\n", "\n", " --- under the realm of G56 G174 ---\n", "0.212072090206\n", "\n", " --- under the realm of G56 G175 ---\n", "0.212067752322\n", "\n", " --- under the realm of G56 G176 ---\n", "0.212333529251\n", "\n", " --- under the realm of G56 G177 ---\n", "0.212060014299\n", "\n", " --- under the realm of G56 G178 ---\n", "0.212069921264\n", "\n", " --- under the realm of G56 G179 ---\n", "0.211392073834\n", "\n", " --- under the realm of G56 G180 ---\n", "0.204372279027\n", "\n", " --- under the realm of G56 G181 ---\n", "0.202993163129\n", "\n", " --- under the realm of G56 G182 ---\n", "0.202999350507\n", "\n", " --- under the realm of G56 G183 ---\n", "0.203024808397\n", "\n", " --- under the realm of G56 G184 ---\n", "0.201339911466\n", "--- marginalized kernel matrix of size 185 built in 249.63013219833374 seconds ---\n", "\n", " --- under the realm of G57 G57 ---\n", "0.183941906148\n", "\n", " --- under the realm of G57 G58 ---\n", "0.183081764073\n", "\n", " --- under the realm of G57 G59 ---\n", "0.183877477725\n", "\n", " --- under the realm of G57 G60 ---\n", "0.183561561132\n", "\n", " --- under the realm of G57 G61 ---\n", "0.183306761059\n", "\n", " --- under the realm of G57 G62 ---\n", "0.182882472412\n", "\n", " --- under the realm of G57 G63 ---\n", "0.18316948757\n", "\n", " --- under the realm of G57 G64 ---\n", "0.182069266665\n", "\n", " --- under the realm of G57 G65 ---\n", "0.183852443869\n", "\n", " --- under the realm of G57 G66 ---\n", "0.184073359073\n", "\n", " --- under the realm of G57 G67 ---\n", "0.184440985757\n", "\n", " --- under the realm of G57 G68 ---\n", "0.18390958352\n", "\n", " --- under the realm of G57 G69 ---\n", "0.182075222531\n", 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" --- under the realm of G58 G177 ---\n", "0.209980566615\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- under the realm of G58 G178 ---\n", "0.209993158372\n", "\n", " --- under the realm of G58 G179 ---\n", "0.209519424961\n", "\n", " --- under the realm of G58 G180 ---\n", "0.201902180162\n", "\n", " --- under the realm of G58 G181 ---\n", "0.200635393878\n", "\n", " --- under the realm of G58 G182 ---\n", "0.200641776532\n", "\n", " --- under the realm of G58 G183 ---\n", "0.200664314253\n", "\n", " --- under the realm of G58 G184 ---\n", "0.199108127162\n", "--- marginalized kernel matrix of size 185 built in 260.01841831207275 seconds ---\n", "\n", " --- under the realm of G59 G59 ---\n", "0.183826510475\n", "\n", " --- under the realm of G59 G60 ---\n", "0.183523752671\n", "\n", " --- under the realm of G59 G61 ---\n", "0.183264379497\n", "\n", " --- under the realm of G59 G62 ---\n", "0.182868778986\n", "\n", " --- under the realm of G59 G63 ---\n", 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--- under the realm of G59 G167 ---\n", "0.174355586224\n", "\n", " --- under the realm of G59 G168 ---\n", "0.175101655545\n", "\n", " --- under the realm of G59 G169 ---\n", "0.207186076404\n", "\n", " --- under the realm of G59 G170 ---\n", "0.207059601987\n", "\n", " --- under the realm of G59 G171 ---\n", "0.207316107657\n", "\n", " --- under the realm of G59 G172 ---\n", "0.207162618279\n", "\n", " --- under the realm of G59 G173 ---\n", "0.202709120867\n", "\n", " --- under the realm of G59 G174 ---\n", "0.207347498945\n", "\n", " --- under the realm of G59 G175 ---\n", "0.207340068574\n", "\n", " --- under the realm of G59 G176 ---\n", "0.207150173246\n", "\n", " --- under the realm of G59 G177 ---\n", "0.207322416038\n", "\n", " --- under the realm of G59 G178 ---\n", "0.20734378376\n", "\n", " --- under the realm of G59 G179 ---\n", "0.207250600069\n", "\n", " --- under the realm of G59 G180 ---\n", "0.198498598864\n", "\n", " --- under the realm of G59 G181 ---\n", 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under the realm of G60 G85 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.204328935577\n", "\n", " --- under the realm of G60 G86 ---\n", "0.204308259083\n", "\n", " --- under the realm of G60 G87 ---\n", "0.204147904489\n", "\n", " --- under the realm of G60 G88 ---\n", "0.204410006121\n", "\n", " --- under the realm of G60 G89 ---\n", "0.204196424532\n", "\n", " --- under the realm of G60 G90 ---\n", "0.204464490881\n", "\n", " --- under the realm of G60 G91 ---\n", "0.204277275818\n", "\n", " --- under the realm of G60 G92 ---\n", "0.204340520755\n", "\n", " --- under the realm of G60 G93 ---\n", "0.204297202836\n", "\n", " --- under the realm of G60 G94 ---\n", "0.204353970564\n", "\n", " --- under the realm of G60 G95 ---\n", "0.188994472712\n", "\n", " --- under the realm of G60 G96 ---\n", "0.188863987927\n", "\n", " --- under the realm of G60 G97 ---\n", "0.188941886963\n", "\n", " --- under the realm of G60 G98 ---\n", "0.188973076257\n", "\n", " --- 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"0.208394697355\n", "\n", " --- under the realm of G60 G158 ---\n", "0.195181207514\n", "\n", " --- under the realm of G60 G159 ---\n", "0.194774734751\n", "\n", " --- under the realm of G60 G160 ---\n", "0.195461443201\n", "\n", " --- under the realm of G60 G161 ---\n", "0.195641263672\n", "\n", " --- under the realm of G60 G162 ---\n", "0.195715929274\n", "\n", " --- under the realm of G60 G163 ---\n", "0.195059642686\n", "\n", " --- under the realm of G60 G164 ---\n", "0.195134266398\n", "\n", " --- under the realm of G60 G165 ---\n", "0.197785773494\n", "\n", " --- under the realm of G60 G166 ---\n", "0.196332303622\n", "\n", " --- under the realm of G60 G167 ---\n", "0.176594851409\n", "\n", " --- under the realm of G60 G168 ---\n", "0.177555675806\n", "\n", " --- under the realm of G60 G169 ---\n", "0.209715373405\n", "\n", " --- under the realm of G60 G170 ---\n", "0.209866173321\n", "\n", " --- under the realm of G60 G171 ---\n", "0.210132107256\n", "\n", " --- under the realm of G60 G172 ---\n", "0.210020438926\n", "\n", " --- under the realm of G60 G173 ---\n", "0.205551049027\n", "\n", " --- under the realm of G60 G174 ---\n", "0.209830428643\n", "\n", " --- under the realm of G60 G175 ---\n", "0.209825466149\n", "\n", " --- under the realm of G60 G176 ---\n", "0.20985073779\n", "\n", " --- under the realm of G60 G177 ---\n", "0.209813424931\n", "\n", " --- under the realm of G60 G178 ---\n", "0.209827947396\n", "\n", " --- under the realm of G60 G179 ---\n", "0.209436624159\n", "\n", " --- under the realm of G60 G180 ---\n", "0.201559769291\n", "\n", " --- under the realm of G60 G181 ---\n", "0.200383529122\n", "\n", " --- under the realm of G60 G182 ---\n", "0.200390528341\n", "\n", " --- under the realm of G60 G183 ---\n", "0.200417028802\n", "\n", " --- under the realm of G60 G184 ---\n", "0.1988994166\n", "--- marginalized kernel matrix of size 185 built in 270.32615637779236 seconds ---\n", "\n", " --- under the realm of G61 G61 ---\n", "0.183092689408\n", "\n", " --- under the realm of G61 G62 ---\n", "0.182095766169\n", "\n", " --- under the realm of G61 G63 ---\n", "0.182882512503\n", "\n", " --- under the realm of G61 G64 ---\n", "0.179437373538\n", "\n", " --- under the realm of G61 G65 ---\n", "0.181055669989\n", "\n", " --- under the realm of G61 G66 ---\n", "0.181232733286\n", "\n", " --- under the realm of G61 G67 ---\n", "0.18159099986\n", "\n", " --- under the realm of G61 G68 ---\n", "0.181102128324\n", "\n", " --- under the realm of G61 G69 ---\n", "0.179442133674\n", "\n", " --- under the realm of G61 G70 ---\n", "0.179494879121\n", "\n", " --- under the realm of G61 G71 ---\n", "0.181522734387\n", "\n", " --- under the realm of G61 G72 ---\n", "0.181674472941\n", "\n", " --- under the realm of G61 G73 ---\n", "0.181949266435\n", "\n", " --- under the realm of G61 G74 ---\n", "0.180029650813\n", "\n", " --- under the realm of G61 G75 ---\n", "0.158578641625\n", "\n", " --- under the realm of G61 G76 ---\n", "0.159205608131\n", "\n", " --- under the realm of G61 G77 ---\n", "0.158832392589\n", "\n", " --- under the realm of G61 G78 ---\n", "0.158892124878\n", "\n", " --- under the realm of G61 G79 ---\n", "0.158965163824\n", "\n", " --- under the realm of G61 G80 ---\n", "0.155220760106\n", "\n", " --- under the realm of G61 G81 ---\n", "0.154115845826\n", "\n", " --- under the realm of G61 G82 ---\n", "0.200068926642\n", "\n", " --- under the realm of G61 G83 ---\n", "0.199559115363\n", "\n", " --- under the realm of G61 G84 ---\n", "0.199696122902\n", "\n", " --- under the realm of G61 G85 ---\n", "0.199405225166\n", "\n", " --- under the realm of G61 G86 ---\n", "0.199729750912\n", "\n", " --- under the realm of G61 G87 ---\n", "0.199562164811\n", "\n", " --- under the realm of G61 G88 ---\n", "0.199319127335\n", "\n", " --- under the realm of G61 G89 ---\n", "0.199614849933\n", "\n", " --- under the realm of G61 G90 ---\n", "0.199033183411\n", "\n", " --- under the realm of G61 G91 ---\n", "0.19935308617\n", "\n", " --- under the realm of G61 G92 ---\n", "0.199247973538\n", "\n", " --- under the realm of G61 G93 ---\n", "0.199375009292\n", "\n", " --- under the realm of G61 G94 ---\n", "0.199433736869\n", "\n", " --- under the realm of G61 G95 ---\n", "0.186734303515\n", "\n", " --- under the realm of G61 G96 ---\n", "0.185673935674\n", "\n", " --- under the realm of G61 G97 ---\n", "0.186061730999\n", "\n", " --- under the realm of G61 G98 ---\n", "0.186095392594\n", "\n", " --- under the realm of G61 G99 ---\n", "0.185961498461\n", "\n", " --- under the realm of G61 G100 ---\n", "0.186865013273\n", "\n", " --- under the realm of G61 G101 ---\n", "0.186412184926\n", "\n", " --- under the realm of G61 G102 ---\n", "0.18667380579\n", "\n", " --- under the realm of G61 G103 ---\n", "0.186758497864\n", "\n", " --- under the realm of G61 G104 ---\n", "0.184138569152\n", "\n", " --- under the realm of G61 G105 ---\n", "0.185727023366\n", "\n", " --- under the realm of G61 G106 ---\n", "0.185767674409\n", "\n", " --- under the realm of G61 G107 ---\n", "0.186081157662\n", "\n", " --- under the realm of G61 G108 ---\n", "0.185606527918\n", "\n", " --- under the realm of G61 G109 ---\n", "0.186268475949\n", "\n", " --- under the realm of G61 G110 ---\n", "0.186449187967\n", "\n", " --- under the realm of G61 G111 ---\n", "0.185560375651\n", "\n", " --- under the realm of G61 G112 ---\n", "0.186040506619\n", "\n", " --- under the realm of G61 G113 ---\n", "0.161069360248\n", "\n", " --- under the realm of G61 G114 ---\n", "0.201635489927\n", "\n", " --- under the realm of G61 G115 ---\n", "0.201627769701\n", "\n", " --- under the realm of G61 G116 ---\n", "0.201665381448\n", "\n", " --- under the realm of G61 G117 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.201445817432\n", "\n", " --- under the realm of G61 G118 ---\n", "0.201300398604\n", "\n", " --- under the realm of G61 G119 ---\n", "0.201475720299\n", "\n", " --- 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--- under the realm of G62 G143 ---\n", "0.17692173913\n", "\n", " --- under the realm of G62 G144 ---\n", "0.173500583362\n", "\n", " --- under the realm of G62 G145 ---\n", "0.207996333028\n", "\n", " --- under the realm of G62 G146 ---\n", "0.208354390519\n", "\n", " --- under the realm of G62 G147 ---\n", "0.208409202015\n", "\n", " --- under the realm of G62 G148 ---\n", "0.20872722277\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " --- under the realm of G62 G149 ---\n", "0.208407369158\n", "\n", " --- under the realm of G62 G150 ---\n", "0.207858448778\n", "\n", " --- under the realm of G62 G151 ---\n", "0.208418268444\n", "\n", " --- under the realm of G62 G152 ---\n", "0.207858438841\n", "\n", " --- under the realm of G62 G153 ---\n", "0.207630907366\n", "\n", " --- under the realm of G62 G154 ---\n", "0.207648423266\n", "\n", " --- under the realm of G62 G155 ---\n", "0.207973680547\n", "\n", " --- under the realm of G62 G156 ---\n", "0.2076329777\n", 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"0.21034428729\n", "\n", " --- under the realm of G62 G172 ---\n", "0.21029853261\n", "\n", " --- under the realm of G62 G173 ---\n", "0.205778487409\n", "\n", " --- under the realm of G62 G174 ---\n", "0.209888053992\n", "\n", " --- under the realm of G62 G175 ---\n", "0.209884721526\n", "\n", " --- under the realm of G62 G176 ---\n", "0.21006044899\n", "\n", " --- under the realm of G62 G177 ---\n", "0.209878432283\n", "\n", " --- under the realm of G62 G178 ---\n", "0.209886387759\n", "\n", " --- under the realm of G62 G179 ---\n", "0.20938534265\n", "\n", " --- under the realm of G62 G180 ---\n", "0.201803726386\n", "\n", " --- under the realm of G62 G181 ---\n", "0.20053171049\n", "\n", " --- under the realm of G62 G182 ---\n", "0.200537255556\n", "\n", " --- under the realm of G62 G183 ---\n", "0.200561664024\n", "\n", " --- under the realm of G62 G184 ---\n", "0.199003898612\n", "--- marginalized kernel matrix of size 185 built in 280.5117211341858 seconds ---\n", "\n", " --- 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under the realm of G63 G181 ---\n", "0.195193302226\n", "\n", " --- under the realm of G63 G182 ---\n", "0.195199333958\n", "\n", " --- under the realm of G63 G183 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.195220994909\n", "\n", " --- under the realm of G63 G184 ---\n", "0.193966552927\n", "--- marginalized kernel matrix of size 185 built in 285.53485894203186 seconds ---\n", "\n", " --- under the realm of G64 G64 ---\n", "0.227314475448\n", "\n", " --- under the realm of G64 G65 ---\n", "0.228786943636\n", "\n", " --- under the realm of G64 G66 ---\n", "0.229113147837\n", "\n", " --- under the realm of G64 G67 ---\n", "0.22927236271\n", "\n", " --- under the realm of G64 G68 ---\n", "0.228868221147\n", "\n", " --- under the realm of G64 G69 ---\n", "0.227324190306\n", "\n", " --- under the realm of G64 G70 ---\n", "0.227419185763\n", "\n", " --- under the realm of G64 G71 ---\n", "0.229143980962\n", "\n", " --- under the realm of G64 G72 ---\n", 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---\n", "0.225560636541\n", "\n", " --- under the realm of G64 G88 ---\n", "0.226753841508\n", "\n", " --- under the realm of G64 G89 ---\n", "0.225680385736\n", "\n", " --- under the realm of G64 G90 ---\n", "0.227238563145\n", "\n", " --- under the realm of G64 G91 ---\n", "0.226242515001\n", "\n", " --- under the realm of G64 G92 ---\n", "0.226576738874\n", "\n", " --- under the realm of G64 G93 ---\n", "0.226291229196\n", "\n", " --- under the realm of G64 G94 ---\n", "0.226435164539\n", "\n", " --- under the realm of G64 G95 ---\n", "0.194910613538\n", "\n", " --- under the realm of G64 G96 ---\n", "0.195717641936\n", "\n", " --- under the realm of G64 G97 ---\n", "0.195541736393\n", "\n", " --- under the realm of G64 G98 ---\n", "0.195618725065\n", "\n", " --- under the realm of G64 G99 ---\n", "0.193421703772\n", "\n", " --- under the realm of G64 G100 ---\n", "0.18915178949\n", "\n", " --- under the realm of G64 G101 ---\n", "0.191281698881\n", "\n", " --- under the realm of 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under the realm of G64 G161 ---\n", "0.209075845575\n", "\n", " --- under the realm of G64 G162 ---\n", "0.209780895229\n", "\n", " --- under the realm of G64 G163 ---\n", "0.207278282699\n", "\n", " --- under the realm of G64 G164 ---\n", "0.207983332352\n", "\n", " --- under the realm of G64 G165 ---\n", "0.24021909353\n", "\n", " --- under the realm of G64 G166 ---\n", "0.239184504457\n", "\n", " --- under the realm of G64 G167 ---\n", "0.219714452647\n", "\n", " --- under the realm of G64 G168 ---\n", "0.220010331925\n", "\n", " --- under the realm of G64 G169 ---\n", "0.236823254548\n", "\n", " --- under the realm of G64 G170 ---\n", "0.237591808792\n", "\n", " --- under the realm of G64 G171 ---\n", "0.238392600073\n", "\n", " --- under the realm of G64 G172 ---\n", "0.238112382563\n", "\n", " --- under the realm of G64 G173 ---\n", "0.230425979635\n", "\n", " --- under the realm of G64 G174 ---\n", "0.237120559349\n", "\n", " --- under the realm of G64 G175 ---\n", "0.237107224559\n", "\n", " --- under the realm of G64 G176 ---\n", "0.237426080012\n", "\n", " --- under the realm of G64 G177 ---\n", "0.237073555185\n", "\n", " --- under the realm of G64 G178 ---\n", "0.237113891954\n", "\n", " --- under the realm of G64 G179 ---\n", "0.235586637982\n", "\n", " --- under the realm of G64 G180 ---\n", "0.243628297969\n", "\n", " --- under the realm of G64 G181 ---\n", "0.242910506791\n", "\n", " --- under the realm of G64 G182 ---\n", "0.242922878652\n", "\n", " --- under the realm of G64 G183 ---\n", "0.242959907385\n", "\n", " --- under the realm of G64 G184 ---\n", "0.241702233009\n", "--- marginalized kernel matrix of size 185 built in 289.8317770957947 seconds ---\n", "\n", " --- under the realm of G65 G65 ---\n", "0.231199899766\n", "\n", " --- under the realm of G65 G66 ---\n", "0.23147937538\n", "\n", " --- under the realm of G65 G67 ---\n", "0.231996258871\n", "\n", " --- under the realm of G65 G68 ---\n", "0.23126934812\n", "\n", " --- under the realm of G65 G69 ---\n", "0.228795835068\n", "\n", " --- under the realm of G65 G70 ---\n", "0.22887716035\n", "\n", " --- under the realm of G65 G71 ---\n", "0.231885756864\n", "\n", " --- under the realm of G65 G72 ---\n", "0.232101466262\n", "\n", " --- under the realm of G65 G73 ---\n", "0.232513143709\n", "\n", " --- under the realm of G65 G74 ---\n", "0.229672608023\n", "\n", " --- under the realm of G65 G75 ---\n", "0.206815376148\n", "\n", " --- under the realm of G65 G76 ---\n", "0.207753564435\n", "\n", " --- under the realm of G65 G77 ---\n", "0.207185347279\n", "\n", " --- under the realm of G65 G78 ---\n", "0.207284470292\n", "\n", " --- under the realm of G65 G79 ---\n", "0.207381426851\n", "\n", " --- under the realm of G65 G80 ---\n", "0.203061464969\n", "\n", " --- under the realm of G65 G81 ---\n", "0.201368048759\n", "\n", " --- under the realm of G65 G82 ---\n", "0.226073566489\n", "\n", " --- under the realm of G65 G83 ---\n", "0.228758709149\n", "\n", " --- under the realm of G65 G84 ---\n", "0.22909454777\n", "\n", " --- under the realm of G65 G85 ---\n", "0.229678516251\n", "\n", " --- under the realm of G65 G86 ---\n", "0.229171248833\n", "\n", " --- under the realm of G65 G87 ---\n", "0.228767517516\n", "\n", " --- under the realm of G65 G88 ---\n", "0.23010761042\n", "\n", " --- under the realm of G65 G89 ---\n", "0.228889139961\n", "\n", " --- under the realm of G65 G90 ---\n", "0.230691578901\n", "\n", " --- under the realm of G65 G91 ---\n", "0.229548094827\n", "\n", " --- under the realm of G65 G92 ---\n", "0.229932493744\n", "\n", " --- under the realm of G65 G93 ---\n", "0.229597872467\n", "\n", " --- under the realm of G65 G94 ---\n", "0.229740911041\n", "\n", " --- under the realm of G65 G95 ---\n", "0.197293408184\n", "\n", " --- under the realm of G65 G96 ---\n", "0.19838354149\n", "\n", " --- under the realm of G65 G97 ---\n", "0.198112088705\n", "\n", " --- under the realm of G65 G98 ---\n", "0.198190552489\n", "\n", " --- under the realm of G65 G99 ---\n", "0.195843794193\n", "\n", " --- under the realm of G65 G100 ---\n", "0.191058727771\n", "\n", " --- under the realm of G65 G101 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.193447040326\n", "\n", " --- under the realm of G65 G102 ---\n", "0.191764594155\n", "\n", " --- under the realm of G65 G103 ---\n", "0.191976507402\n", "\n", " --- under the realm of G65 G104 ---\n", "0.234075633409\n", "\n", " --- under the realm of G65 G105 ---\n", "0.236464583172\n", "\n", " --- under the realm of G65 G106 ---\n", "0.236525349297\n", "\n", " --- under the realm of G65 G107 ---\n", "0.236977620768\n", "\n", " --- under the realm of G65 G108 ---\n", "0.23626905036\n", "\n", " --- under the realm of G65 G109 ---\n", "0.237253444676\n", "\n", " --- under the realm of G65 G110 ---\n", "0.237516973589\n", "\n", " --- under the realm of G65 G111 ---\n", "0.236197897461\n", "\n", " --- under the realm of G65 G112 ---\n", "0.236916856168\n", "\n", " --- under the realm of G65 G113 ---\n", "0.209053103224\n", "\n", " --- under the realm of G65 G114 ---\n", "0.233795311662\n", "\n", " --- under the realm of G65 G115 ---\n", "0.233772655834\n", "\n", " --- under the realm of G65 G116 ---\n", "0.233863490384\n", "\n", " --- under the realm of G65 G117 ---\n", "0.234477710536\n", "\n", " --- under the realm of G65 G118 ---\n", "0.234695811795\n", "\n", " --- under the realm of G65 G119 ---\n", "0.234545889259\n", "\n", " --- under the realm of G65 G120 ---\n", "0.231786437882\n", "\n", " --- under the realm of G65 G121 ---\n", "0.233931669107\n", "\n", " --- under the realm of G65 G122 ---\n", "0.234763990518\n", "\n", " --- under the realm of G65 G123 ---\n", "0.235596311928\n", "\n", " --- under the realm of G65 G124 ---\n", "0.235327273352\n", "\n", " --- under the realm of G65 G125 ---\n", "0.231075770508\n", "\n", " --- under the realm of G65 G126 ---\n", "0.234637894523\n", "\n", " --- under the realm 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of G65 G171 ---\n", "0.242011558367\n", "\n", " --- under the realm of G65 G172 ---\n", "0.24173109842\n", "\n", " --- under the realm of G65 G173 ---\n", "0.233966576326\n", "\n", " --- under the realm of G65 G174 ---\n", "0.24059571324\n", "\n", " --- under the realm of G65 G175 ---\n", "0.240582901071\n", "\n", " --- under the realm of G65 G176 ---\n", "0.240976858892\n", "\n", " --- under the realm of G65 G177 ---\n", "0.240552154543\n", "\n", " --- under the realm of G65 G178 ---\n", "0.240589307155\n", "\n", " --- under the realm of G65 G179 ---\n", "0.238927689491\n", "\n", " --- under the realm of G65 G180 ---\n", "0.247276047363\n", "\n", " --- under the realm of G65 G181 ---\n", "0.245938271546\n", "\n", " --- under the realm of G65 G182 ---\n", "0.245949587692\n", "\n", " --- under the realm of G65 G183 ---\n", "0.245980742377\n", "\n", " --- under the realm of G65 G184 ---\n", "0.244171308288\n", "--- marginalized kernel matrix of size 185 built in 294.1052289009094 seconds ---\n", "\n", " --- under the realm of G66 G66 ---\n", "0.231812440222\n", "\n", " --- under the realm of G66 G67 ---\n", "0.232260809077\n", "\n", " --- under the realm of G66 G68 ---\n", "0.231569218491\n", "\n", " --- under the realm of G66 G69 ---\n", "0.229120440929\n", "\n", " --- under the realm of G66 G70 ---\n", "0.229220904066\n", "\n", " --- under the realm of G66 G71 ---\n", "0.232134638957\n", "\n", " --- under the realm of G66 G72 ---\n", "0.232306137001\n", "\n", " --- under the realm of G66 G73 ---\n", "0.232709181301\n", "\n", " --- under the realm of G66 G74 ---\n", "0.230001863142\n", "\n", " --- under the realm of G66 G75 ---\n", "0.207109996609\n", "\n", " --- under the realm of G66 G76 ---\n", "0.207937784992\n", "\n", " --- under the realm of G66 G77 ---\n", "0.207411951055\n", "\n", " --- under the realm of G66 G78 ---\n", "0.2075238908\n", "\n", " --- under the realm of G66 G79 ---\n", "0.207572346922\n", "\n", " --- under the realm of G66 G80 ---\n", 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"0.241301645914\n", "\n", " --- under the realm of G66 G140 ---\n", "0.238568984867\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- under the realm of G66 G141 ---\n", "0.220070696689\n", "\n", " --- under the realm of G66 G142 ---\n", "0.220197222269\n", "\n", " --- under the realm of G66 G143 ---\n", "0.221281852376\n", "\n", " --- under the realm of G66 G144 ---\n", "0.217966457002\n", "\n", " --- under the realm of G66 G145 ---\n", "0.236579786828\n", "\n", " --- under the realm of G66 G146 ---\n", "0.237638232329\n", "\n", " --- under the realm of G66 G147 ---\n", "0.237962010546\n", "\n", " --- under the realm of G66 G148 ---\n", "0.238757920046\n", "\n", " --- under the realm of G66 G149 ---\n", "0.237955048122\n", "\n", " --- under the realm of G66 G150 ---\n", "0.236119050704\n", "\n", " --- under the realm of G66 G151 ---\n", "0.238028140625\n", "\n", " --- under the realm of G66 G152 ---\n", "0.236118994184\n", "\n", " --- under the realm of G66 G153 ---\n", "0.235490227417\n", "\n", " --- under the realm of G66 G154 ---\n", "0.235594666371\n", "\n", " --- under the realm of G66 G155 ---\n", "0.236439442348\n", "\n", " --- under the realm of G66 G156 ---\n", "0.235499370569\n", "\n", " --- under the realm of G66 G157 ---\n", "0.238590371492\n", "\n", " --- under the realm of G66 G158 ---\n", "0.217893240089\n", "\n", " --- under the realm of G66 G159 ---\n", "0.208037736159\n", "\n", " --- under the realm of G66 G160 ---\n", "0.211796212477\n", "\n", " --- under the realm of G66 G161 ---\n", "0.212275556928\n", "\n", " --- under the realm of G66 G162 ---\n", "0.213098729228\n", "\n", " --- under the realm of G66 G163 ---\n", "0.210329460014\n", "\n", " --- under the realm of G66 G164 ---\n", "0.211152632314\n", "\n", " --- under the realm of G66 G165 ---\n", "0.243537857759\n", "\n", " --- under the realm of G66 G166 ---\n", "0.241878366238\n", "\n", " --- under the realm of G66 G167 ---\n", "0.221671692798\n", "\n", " --- under the realm of G66 G168 ---\n", "0.222610399097\n", "\n", " --- under the realm of G66 G169 ---\n", "0.240731375574\n", "\n", " --- under the realm of G66 G170 ---\n", "0.241599376158\n", "\n", " --- under the realm of G66 G171 ---\n", "0.242459437581\n", "\n", " --- under the realm of G66 G172 ---\n", "0.24216174255\n", "\n", " --- under the realm of G66 G173 ---\n", "0.234405147639\n", "\n", " --- under the realm of G66 G174 ---\n", "0.241035221367\n", "\n", " --- under the realm of G66 G175 ---\n", "0.241022562414\n", "\n", " --- under the realm of G66 G176 ---\n", "0.241403280612\n", "\n", " --- under the realm of G66 G177 ---\n", "0.240991694462\n", "\n", " --- under the realm of G66 G178 ---\n", "0.24102889189\n", "\n", " --- under the realm of G66 G179 ---\n", "0.239350248669\n", "\n", " --- under the realm of G66 G180 ---\n", "0.247628774062\n", "\n", " --- under the realm of G66 G181 ---\n", "0.246353406221\n", "\n", " --- under the realm of G66 G182 ---\n", "0.246362687855\n", "\n", " --- under the realm of G66 G183 ---\n", "0.246408693037\n", "\n", " --- under the realm of G66 G184 ---\n", "0.244586039124\n", "--- marginalized kernel matrix of size 185 built in 298.33132457733154 seconds ---\n", "\n", " --- under the realm of G67 G67 ---\n", "0.232896802251\n", "\n", " --- under the realm of G67 G68 ---\n", "0.232062259481\n", "\n", " --- under the realm of G67 G69 ---\n", "0.22928092079\n", "\n", " --- under the realm of G67 G70 ---\n", "0.229358100302\n", "\n", " --- under the realm of G67 G71 ---\n", "0.232792148247\n", "\n", " --- under the realm of G67 G72 ---\n", "0.233070080263\n", "\n", " --- under the realm of G67 G73 ---\n", "0.233532631332\n", "\n", " --- under the realm of G67 G74 ---\n", "0.230258305202\n", "\n", " --- under the realm of G67 G75 ---\n", "0.207523918074\n", "\n", " --- under the realm of G67 G76 ---\n", "0.208653965301\n", "\n", " --- under the realm of G67 G77 ---\n", "0.207994346505\n", "\n", " --- under the realm of G67 G78 ---\n", "0.208088941688\n", "\n", " --- under the realm of G67 G79 ---\n", "0.208240463339\n", "\n", " --- under the realm of G67 G80 ---\n", "0.203543828241\n", "\n", " --- under the realm of G67 G81 ---\n", "0.201711015854\n", "\n", " --- under the realm of G67 G82 ---\n", "0.227033538032\n", "\n", " --- under the realm of G67 G83 ---\n", "0.229816912628\n", "\n", " --- under the realm of G67 G84 ---\n", "0.230151485451\n", "\n", " --- under the realm of G67 G85 ---\n", "0.230769100918\n", "\n", " --- under the realm of G67 G86 ---\n", "0.230228882209\n", "\n", " --- under the realm of G67 G87 ---\n", "0.229825582831\n", "\n", " --- under the realm of G67 G88 ---\n", "0.231215445562\n", "\n", " --- under the realm of G67 G89 ---\n", "0.229948014897\n", "\n", " --- under the realm of G67 G90 ---\n", "0.231833061029\n", "\n", " --- under the realm of G67 G91 ---\n", "0.230639601614\n", "\n", " --- under the realm of G67 G92 ---\n", "0.231041091235\n", "\n", " --- 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G67 G181 ---\n", "0.246934769104\n", "\n", " --- under the realm of G67 G182 ---\n", "0.246945656331\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " --- under the realm of G67 G183 ---\n", "0.246975296379\n", "\n", " --- under the realm of G67 G184 ---\n", "0.244983550647\n", "--- marginalized kernel matrix of size 185 built in 302.5651378631592 seconds ---\n", "\n", " --- under the realm of G68 G68 ---\n", "0.23134792777\n", "\n", " --- under the realm of G68 G69 ---\n", "0.228875740095\n", "\n", " --- under the realm of G68 G70 ---\n", "0.228965033776\n", "\n", " --- under the realm of G68 G71 ---\n", "0.231946958793\n", "\n", " --- under the realm of G68 G72 ---\n", "0.232146442975\n", "\n", " --- under the realm of G68 G73 ---\n", "0.232555302427\n", "\n", " --- under the realm of G68 G74 ---\n", "0.229757444973\n", "\n", " --- under the realm of G68 G75 ---\n", "0.206894455322\n", "\n", " --- under the realm of G68 G76 ---\n", "0.207794455034\n", "\n", " --- under the realm of G68 G77 ---\n", "0.207241435137\n", "\n", " --- under the realm of G68 G78 ---\n", "0.207344455178\n", "\n", " --- under the realm of G68 G79 ---\n", "0.20742449162\n", "\n", " --- under the realm of G68 G80 ---\n", "0.203071411924\n", "\n", " --- under the realm of G68 G81 ---\n", "0.20138100066\n", "\n", " --- under the realm of G68 G82 ---\n", "0.226165878287\n", "\n", " --- under the realm of G68 G83 ---\n", "0.228852679926\n", "\n", " --- under the realm of G68 G84 ---\n", "0.229193678898\n", "\n", " --- under the realm of G68 G85 ---\n", "0.229772381538\n", "\n", " --- under the realm of G68 G86 ---\n", "0.229272900389\n", "\n", " --- under the realm of G68 G87 ---\n", "0.228861207614\n", "\n", " --- under the realm of G68 G88 ---\n", "0.230202090592\n", "\n", " --- under the realm of G68 G89 ---\n", "0.228986488172\n", "\n", " --- under the realm of G68 G90 ---\n", "0.230780793232\n", "\n", " --- under the realm of G68 G91 ---\n", "0.229640660147\n", "\n", " 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of G68 G121 ---\n", "0.234038905118\n", "\n", " --- under the realm of G68 G122 ---\n", "0.234864851965\n", "\n", " --- under the realm of G68 G123 ---\n", "0.235690798813\n", "\n", " --- under the realm of G68 G124 ---\n", "0.235424387035\n", "\n", " --- under the realm of G68 G125 ---\n", "0.231173169862\n", "\n", " --- under the realm of G68 G126 ---\n", "0.234743790279\n", "\n", " --- under the realm of G68 G127 ---\n", "0.212121718931\n", "\n", " --- under the realm of G68 G128 ---\n", "0.206684658558\n", "\n", " --- under the realm of G68 G129 ---\n", "0.205758734335\n", "\n", " --- under the realm of G68 G130 ---\n", "0.201300107056\n", "\n", " --- under the realm of G68 G131 ---\n", "0.200730494416\n", "\n", " --- under the realm of G68 G132 ---\n", "0.203427545238\n", "\n", " --- under the realm of G68 G133 ---\n", "0.24043733547\n", "\n", " --- under the realm of G68 G134 ---\n", "0.240559567891\n", "\n", " --- under the realm of G68 G135 ---\n", "0.240498451814\n", "\n", " --- under the realm of G68 G136 ---\n", "0.241801672412\n", "\n", " --- under the realm of G68 G137 ---\n", "0.241491375385\n", "\n", " --- under the realm of G68 G138 ---\n", "0.240964357779\n", "\n", " --- under the realm of G68 G139 ---\n", "0.241025471588\n", "\n", " --- under the realm of G68 G140 ---\n", "0.238282572662\n", "\n", " --- under the realm of G68 G141 ---\n", "0.219812016384\n", "\n", " --- under the realm of G68 G142 ---\n", "0.219923940863\n", "\n", " --- under the realm of G68 G143 ---\n", "0.221088129518\n", "\n", " --- under the realm of G68 G144 ---\n", "0.217862363324\n", "\n", " --- under the realm of G68 G145 ---\n", "0.23626905261\n", "\n", " --- under the realm of G68 G146 ---\n", "0.237328774165\n", "\n", " --- under the realm of G68 G147 ---\n", "0.237641603484\n", "\n", " --- under the realm of G68 G148 ---\n", "0.238448332839\n", "\n", " --- under the realm of G68 G149 ---\n", "0.237634781333\n", "\n", " --- under the realm of G68 G150 ---\n", 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G68 G165 ---\n", "0.243261240868\n", "\n", " --- under the realm of G68 G166 ---\n", "0.241577426637\n", "\n", " --- under the realm of G68 G167 ---\n", "0.2214386733\n", "\n", " --- under the realm of G68 G168 ---\n", "0.222441028768\n", "\n", " --- under the realm of G68 G169 ---\n", "0.240410805638\n", "\n", " --- under the realm of G68 G170 ---\n", "0.241283731375\n", "\n", " --- under the realm of G68 G171 ---\n", "0.242124724078\n", "\n", " --- under the realm of G68 G172 ---\n", "0.241838246181\n", "\n", " --- under the realm of G68 G173 ---\n", "0.234074756508\n", "\n", " --- under the realm of G68 G174 ---\n", "0.240704497042\n", "\n", " --- under the realm of G68 G175 ---\n", "0.240692093131\n", "\n", " --- under the realm of G68 G176 ---\n", "0.241082778697\n", "\n", " --- under the realm of G68 G177 ---\n", "0.24066190405\n", "\n", " --- under the realm of G68 G178 ---\n", "0.240698295087\n", "\n", " --- under the realm of G68 G179 ---\n", "0.23903147585\n", "\n", " --- under the realm of G68 G180 ---\n", "0.247360164169\n", "\n", " --- under the realm of G68 G181 ---\n", "0.24604170461\n", "\n", " --- under the realm of G68 G182 ---\n", "0.246051273864\n", "\n", " --- under the realm of G68 G183 ---\n", "0.246089888899\n", "\n", " --- under the realm of G68 G184 ---\n", "0.244273213145\n", "--- marginalized kernel matrix of size 185 built in 306.77158784866333 seconds ---\n", "\n", " --- under the realm of G69 G69 ---\n", "0.227334505485\n", "\n", " --- under the realm of G69 G70 ---\n", "0.227428540741\n", "\n", " --- under the realm of G69 G71 ---\n", "0.229152280136\n", "\n", " --- under the realm of G69 G72 ---\n", "0.229183325277\n", "\n", " --- under the realm of G69 G73 ---\n", "0.229443546421\n", "\n", " --- under the realm of G69 G74 ---\n", "0.227906010806\n", "\n", " --- under the realm of G69 G75 ---\n", "0.204676253539\n", "\n", " --- under the realm of G69 G76 ---\n", "0.205043027612\n", "\n", " --- under the realm of G69 G77 ---\n", 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---\n", "0.226587591886\n", "\n", " --- under the realm of G69 G93 ---\n", "0.226301966074\n", "\n", " --- under the realm of G69 G94 ---\n", "0.226445988592\n", "\n", " --- under the realm of G69 G95 ---\n", "0.194918349565\n", "\n", " --- under the realm of G69 G96 ---\n", "0.19572375017\n", "\n", " --- under the realm of G69 G97 ---\n", "0.195548275243\n", "\n", " --- under the realm of G69 G98 ---\n", "0.195625270515\n", "\n", " --- under the realm of G69 G99 ---\n", "0.193427149087\n", "\n", " --- under the realm of G69 G100 ---\n", "0.189158030269\n", "\n", " --- under the realm of G69 G101 ---\n", "0.19128758062\n", "\n", " --- under the realm of G69 G102 ---\n", "0.189777223612\n", "\n", " --- under the realm of G69 G103 ---\n", "0.189993355525\n", "\n", " --- under the realm of G69 G104 ---\n", "0.232271458891\n", "\n", " --- under the realm of G69 G105 ---\n", "0.233882823013\n", "\n", " --- under the realm of G69 G106 ---\n", "0.233952739527\n", "\n", " --- under the realm of G69 G107 ---\n", "0.234093174072\n", "\n", " --- under the realm of G69 G108 ---\n", "0.23365454662\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- under the realm of G69 G109 ---\n", "0.234221940476\n", "\n", " --- under the realm of G69 G110 ---\n", "0.2343370826\n", "\n", " --- under the realm of G69 G111 ---\n", "0.233572232687\n", "\n", " --- under the realm of G69 G112 ---\n", "0.234023248041\n", "\n", " --- under the realm of G69 G113 ---\n", "0.207649275405\n", "\n", " --- under the realm of G69 G114 ---\n", "0.230494503696\n", "\n", " --- under the realm of G69 G115 ---\n", "0.230469713649\n", "\n", " --- under the realm of G69 G116 ---\n", "0.230560982686\n", "\n", " --- under the realm of G69 G117 ---\n", "0.231087877903\n", "\n", " --- under the realm of G69 G118 ---\n", "0.231261674071\n", "\n", " --- under the realm of G69 G119 ---\n", "0.231154356894\n", "\n", " --- under the realm of G69 G120 ---\n", "0.228651876667\n", "\n", " --- under the realm of G69 G121 ---\n", "0.230627461677\n", "\n", " --- under the realm of G69 G122 ---\n", "0.231328153062\n", "\n", " --- under the realm of G69 G123 ---\n", "0.232028844447\n", "\n", " --- under the realm of G69 G124 ---\n", "0.231803454555\n", "\n", " --- under the realm of G69 G125 ---\n", "0.228027721486\n", "\n", " --- under the realm of G69 G126 ---\n", "0.231246750463\n", "\n", " --- under the realm of G69 G127 ---\n", "0.208825960002\n", "\n", " --- under the realm of G69 G128 ---\n", "0.203734234358\n", "\n", " --- under the realm of G69 G129 ---\n", "0.202958732262\n", "\n", " --- under the realm of G69 G130 ---\n", "0.198972340912\n", "\n", " --- under the realm of G69 G131 ---\n", "0.198345135865\n", "\n", " --- under the realm of G69 G132 ---\n", "0.200763938176\n", "\n", " --- under the realm of G69 G133 ---\n", "0.237586897965\n", "\n", " --- under the realm of G69 G134 ---\n", "0.237711193853\n", "\n", " --- under the realm of G69 G135 ---\n", "0.237649045956\n", "\n", " --- under the realm of G69 G136 ---\n", "0.238193558936\n", "\n", " --- under the realm of G69 G137 ---\n", "0.238143165934\n", "\n", " --- under the realm of G69 G138 ---\n", "0.237864175121\n", "\n", " --- under the realm of G69 G139 ---\n", "0.237926331398\n", "\n", " --- under the realm of G69 G140 ---\n", "0.236118869101\n", "\n", " --- under the realm of G69 G141 ---\n", "0.217185267789\n", "\n", " --- under the realm of G69 G142 ---\n", "0.217298023406\n", "\n", " --- under the realm of G69 G143 ---\n", "0.217832260679\n", "\n", " --- under the realm of G69 G144 ---\n", "0.215415013105\n", "\n", " --- under the realm of G69 G145 ---\n", "0.232888865094\n", "\n", " --- under the realm of G69 G146 ---\n", "0.233830064956\n", "\n", " --- under the realm of G69 G147 ---\n", "0.234146297358\n", "\n", " --- under the realm of G69 G148 ---\n", "0.234836750695\n", "\n", " --- under the realm of G69 G149 ---\n", "0.234138834305\n", "\n", " --- under the realm of G69 G150 ---\n", "0.232470116048\n", "\n", " --- under the realm of G69 G151 ---\n", "0.234206128449\n", "\n", " --- under the realm of G69 G152 ---\n", "0.232470042885\n", "\n", " --- under the realm of G69 G153 ---\n", "0.231914718132\n", "\n", " --- under the realm of G69 G154 ---\n", "0.232016298963\n", "\n", " --- under the realm of G69 G155 ---\n", "0.232754166501\n", "\n", " --- under the realm of G69 G156 ---\n", "0.231924662897\n", "\n", " --- under the realm of G69 G157 ---\n", "0.234672607607\n", "\n", " --- under the realm of G69 G158 ---\n", "0.214226696784\n", "\n", " --- under the realm of G69 G159 ---\n", "0.20528463057\n", "\n", " --- under the realm of G69 G160 ---\n", "0.208629237957\n", "\n", " --- under the realm of G69 G161 ---\n", "0.20908482959\n", "\n", " --- under the realm of G69 G162 ---\n", "0.209789831495\n", "\n", " --- under the realm of G69 G163 ---\n", "0.207286366603\n", "\n", " --- under the realm of G69 G164 ---\n", "0.207991368509\n", "\n", " --- under the realm of G69 G165 ---\n", "0.24023061288\n", "\n", " --- under the realm of G69 G166 ---\n", "0.239196750765\n", "\n", " --- under the realm of G69 G167 ---\n", "0.219723799385\n", "\n", " --- under the realm of G69 G168 ---\n", "0.220017254608\n", "\n", " --- under the realm of G69 G169 ---\n", "0.236836212501\n", "\n", " --- under the realm of G69 G170 ---\n", "0.237604826222\n", "\n", " --- under the realm of G69 G171 ---\n", "0.238405643321\n", "\n", " --- under the realm of G69 G172 ---\n", "0.23812563581\n", "\n", " --- under the realm of G69 G173 ---\n", "0.230439588194\n", "\n", " --- under the realm of G69 G174 ---\n", "0.237134128535\n", "\n", " --- under the realm of G69 G175 ---\n", "0.237120559349\n", "\n", " --- under the realm of G69 G176 ---\n", "0.237439182315\n", "\n", " --- under the realm of G69 G177 ---\n", "0.237086681363\n", "\n", " --- under the realm of G69 G178 ---\n", "0.237127343942\n", "\n", " --- under the realm of G69 G179 ---\n", "0.235599826723\n", "\n", " --- under the realm of G69 G180 ---\n", "0.243640995641\n", "\n", " --- under the realm of G69 G181 ---\n", "0.242922878652\n", "\n", " --- under the realm of G69 G182 ---\n", "0.242936010298\n", "\n", " --- under the realm of G69 G183 ---\n", "0.242971495678\n", "\n", " --- under the realm of G69 G184 ---\n", "0.241715012066\n", "--- marginalized kernel matrix of size 185 built in 310.9425971508026 seconds ---\n", "\n", " --- under the realm of G70 G70 ---\n", "0.227529793568\n", "\n", " --- under the realm of G70 G71 ---\n", "0.229224454371\n", "\n", " --- under the realm of G70 G72 ---\n", "0.229240094591\n", "\n", " --- under the realm of G70 G73 ---\n", "0.229497532473\n", "\n", " --- under the realm of G70 G74 ---\n", "0.228003311665\n", "\n", " --- under the realm of G70 G75 ---\n", "0.204764919731\n", "\n", " --- under the realm of G70 G76 ---\n", "0.205094291993\n", "\n", " --- under the realm of G70 G77 ---\n", "0.20481220854\n", "\n", " --- under the realm of G70 G78 ---\n", "0.204929605862\n", "\n", " --- under the realm of G70 G79 ---\n", "0.204847981748\n", "\n", " --- under the realm of G70 G80 ---\n", "0.201628842635\n", "\n", " --- under the realm of G70 G81 ---\n", "0.200353620722\n", "\n", " --- under the realm of G70 G82 ---\n", "0.223277337489\n", "\n", " --- under the realm of G70 G83 ---\n", "0.225671644727\n", "\n", " --- under the realm of G70 G84 ---\n", "0.226016560097\n", "\n", " --- under the realm of G70 G85 ---\n", "0.226495607639\n", "\n", " --- under the realm of G70 G86 ---\n", "0.226093602586\n", "\n", " --- under the realm of G70 G87 ---\n", "0.225680815297\n", "\n", " --- under the realm of G70 G88 ---\n", "0.226874268292\n", "\n", " --- under the realm of G70 G89 ---\n", "0.225803517206\n", "\n", " --- under the realm of G70 G90 ---\n", "0.227353315833\n", "\n", " --- under the realm of G70 G91 ---\n", "0.226360896568\n", "\n", " --- under the realm of G70 G92 ---\n", "0.226694252376\n", "\n", " --- under the realm of G70 G93 ---\n", "0.226410924341\n", "\n", " --- under the realm of G70 G94 ---\n", "0.226557445056\n", "\n", " --- under the realm of G70 G95 ---\n", "0.195002412141\n", "\n", " --- under the realm of G70 G96 ---\n", "0.195789422189\n", "\n", " --- under the realm of G70 G97 ---\n", "0.195621865638\n", "\n", " --- under the realm of G70 G98 ---\n", "0.195700638429\n", "\n", " --- under the realm of G70 G99 ---\n", "0.193493511002\n", "\n", " --- under the realm of G70 G100 ---\n", "0.189223174446\n", "\n", " --- under the realm of G70 G101 ---\n", "0.191353327452\n", "\n", " --- under the realm of G70 G102 ---\n", "0.189840830848\n", "\n", " --- under the realm of G70 G103 ---\n", "0.190060200228\n", "\n", " --- under the realm of G70 G104 ---\n", "0.232375048988\n", "\n", " --- under the realm of G70 G105 ---\n", "0.23398925782\n", "\n", " --- under the realm of G70 G106 ---\n", "0.234066146894\n", "\n", " --- under the realm of G70 G107 ---\n", "0.234186198498\n", 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of G70 G137 ---\n", "0.238239995817\n", "\n", " --- under the realm of G70 G138 ---\n", "0.237968115476\n", "\n", " --- under the realm of G70 G139 ---\n", "0.238036457274\n", "\n", " --- under the realm of G70 G140 ---\n", "0.23622917964\n", "\n", " --- under the realm of G70 G141 ---\n", "0.217286137243\n", "\n", " --- under the realm of G70 G142 ---\n", "0.217409185597\n", "\n", " --- under the realm of G70 G143 ---\n", "0.217901607908\n", "\n", " --- under the realm of G70 G144 ---\n", "0.215449752504\n", "\n", " --- under the realm of G70 G145 ---\n", "0.233008520803\n", "\n", " --- under the realm of G70 G146 ---\n", "0.233950186917\n", "\n", " --- under the realm of G70 G147 ---\n", "0.234270437728\n", "\n", " --- under the realm of G70 G148 ---\n", "0.234956604283\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- under the realm of G70 G149 ---\n", "0.234263101271\n", "\n", " --- under the realm of G70 G150 ---\n", "0.232588290796\n", "\n", " --- under the realm of G70 G151 ---\n", "0.234332071719\n", "\n", " --- under the realm of G70 G152 ---\n", "0.232588219882\n", "\n", " --- under the realm of G70 G153 ---\n", "0.232034270553\n", "\n", " --- under the realm of G70 G154 ---\n", "0.232137227448\n", "\n", " --- under the realm of G70 G155 ---\n", "0.232871586572\n", "\n", " --- under the realm of G70 G156 ---\n", "0.232044104437\n", "\n", " --- under the realm of G70 G157 ---\n", "0.23479052936\n", "\n", " --- under the realm of G70 G158 ---\n", "0.214333958132\n", "\n", " --- under the realm of G70 G159 ---\n", "0.205377676498\n", "\n", " --- under the realm of G70 G160 ---\n", "0.208720384439\n", "\n", " --- under the realm of G70 G161 ---\n", "0.209184407643\n", "\n", " --- under the realm of G70 G162 ---\n", "0.209881204067\n", "\n", " --- under the realm of G70 G163 ---\n", "0.207378576111\n", "\n", " --- under the realm of G70 G164 ---\n", "0.208075372536\n", "\n", " --- under the realm of G70 G165 ---\n", "0.240336856195\n", "\n", " --- under the realm of G70 G166 ---\n", "0.239312436225\n", "\n", " --- under the realm of G70 G167 ---\n", "0.219814624494\n", "\n", " --- under the realm of G70 G168 ---\n", "0.220083690862\n", "\n", " --- under the realm of G70 G169 ---\n", "0.236960329057\n", "\n", " --- under the realm of G70 G170 ---\n", "0.237726916491\n", "\n", " --- under the realm of G70 G171 ---\n", "0.238536896738\n", "\n", " --- under the realm of G70 G172 ---\n", "0.238251008028\n", "\n", " --- under the realm of G70 G173 ---\n", "0.230566801854\n", "\n", " --- under the realm of G70 G174 ---\n", "0.237261798908\n", "\n", " --- under the realm of G70 G175 ---\n", "0.237248459896\n", "\n", " --- under the realm of G70 G176 ---\n", "0.237563238056\n", "\n", " --- under the realm of G70 G177 ---\n", "0.237214839844\n", "\n", " --- under the realm of G70 G178 ---\n", "0.237255129402\n", "\n", " --- under the realm of G70 G179 ---\n", "0.235722175209\n", "\n", " --- under the realm of G70 G180 ---\n", "0.243742052637\n", "\n", " --- under the realm of G70 G181 ---\n", "0.24304382148\n", "\n", " --- under the realm of G70 G182 ---\n", "0.243055738932\n", "\n", " --- under the realm of G70 G183 ---\n", "0.243097433255\n", "\n", " --- under the realm of G70 G184 ---\n", "0.241835095687\n", "--- marginalized kernel matrix of size 185 built in 315.0771472454071 seconds ---\n", "\n", " --- under the realm of G71 G71 ---\n", "0.232693141225\n", "\n", " --- under the realm of G71 G72 ---\n", "0.232984189837\n", "\n", " --- under the realm of G71 G73 ---\n", "0.233449517749\n", "\n", " --- under the realm of G71 G74 ---\n", "0.230130658222\n", "\n", " --- under the realm of G71 G75 ---\n", "0.207411999139\n", "\n", " --- under the realm of G71 G76 ---\n", "0.208576867886\n", "\n", " --- under the realm of G71 G77 ---\n", "0.207904471884\n", "\n", " --- under the realm of G71 G78 ---\n", "0.207994433513\n", "\n", " --- under the realm of G71 G79 ---\n", "0.208161222681\n", "\n", " --- under the realm of G71 G80 ---\n", "0.203520337081\n", "\n", " --- under the realm of G71 G81 ---\n", "0.201687350866\n", "\n", " --- under the realm of G71 G82 ---\n", "0.226886106545\n", "\n", " --- under the realm of G71 G83 ---\n", "0.229670766651\n", "\n", " --- under the realm of G71 G84 ---\n", "0.22999886106\n", "\n", " --- under the realm of G71 G85 ---\n", "0.230622844574\n", "\n", " --- under the realm of G71 G86 ---\n", "0.230074702946\n", "\n", " --- under the realm of G71 G87 ---\n", "0.229679246117\n", "\n", " --- under the realm of G71 G88 ---\n", "0.231069639275\n", "\n", " --- under the realm of G71 G89 ---\n", "0.22979924088\n", "\n", " --- under the realm of G71 G90 ---\n", "0.23169362279\n", "\n", " --- under the realm of G71 G91 ---\n", "0.230495843666\n", "\n", " --- under the realm of G71 G92 ---\n", "0.230898674063\n", "\n", " --- under the realm of G71 G93 ---\n", "0.230545075952\n", "\n", " --- under the realm of G71 G94 ---\n", "0.230684990055\n", "\n", " --- 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of G71 G124 ---\n", "0.236343104383\n", "\n", " --- under the realm of G71 G125 ---\n", "0.231926666188\n", "\n", " --- under the realm of G71 G126 ---\n", "0.23559851103\n", "\n", " --- under the realm of G71 G127 ---\n", "0.212966651426\n", "\n", " --- under the realm of G71 G128 ---\n", "0.207470803181\n", "\n", " --- under the realm of G71 G129 ---\n", "0.206472429557\n", "\n", " --- under the realm of G71 G130 ---\n", "0.20186366237\n", "\n", " --- under the realm of G71 G131 ---\n", "0.20134403953\n", "\n", " --- under the realm of G71 G132 ---\n", "0.204124480303\n", "\n", " --- under the realm of G71 G133 ---\n", "0.241103800017\n", "\n", " --- under the realm of G71 G134 ---\n", "0.241198998475\n", "\n", " --- under the realm of G71 G135 ---\n", "0.241151399526\n", "\n", " --- under the realm of G71 G136 ---\n", "0.242811911863\n", "\n", " --- under the realm of G71 G137 ---\n", "0.242359389782\n", "\n", " --- under the realm of G71 G138 ---\n", "0.241731689541\n", "\n", " --- 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of G71 G168 ---\n", "0.223080083765\n", "\n", " --- under the realm of G71 G169 ---\n", "0.241283843056\n", "\n", " --- under the realm of G71 G170 ---\n", "0.242196835871\n", "\n", " --- under the realm of G71 G171 ---\n", "0.243029589489\n", "\n", " --- under the realm of G71 G172 ---\n", "0.242754467469\n", "\n", " --- under the realm of G71 G173 ---\n", "0.234959302971\n", "\n", " --- under the realm of G71 G174 ---\n", "0.241566689216\n", "\n", " --- under the realm of G71 G175 ---\n", "0.241554355447\n", "\n", " --- under the realm of G71 G176 ---\n", "0.241979091509\n", "\n", " --- under the realm of G71 G177 ---\n", "0.241525285317\n", "\n", " --- under the realm of G71 G178 ---\n", "0.241560522331\n", "\n", " --- under the realm of G71 G179 ---\n", "0.239860178331\n", "\n", " --- under the realm of G71 G180 ---\n", "0.24833854084\n", "\n", " --- under the realm of G71 G181 ---\n", "0.246771415778\n", "\n", " --- under the realm of G71 G182 ---\n", "0.246781973411\n", "\n", " --- under the realm of G71 G183 ---\n", "0.246808863343\n", "\n", " --- under the realm of G71 G184 ---\n", "0.244819471563\n", "--- marginalized kernel matrix of size 185 built in 319.1687262058258 seconds ---\n", "\n", " --- under the realm of G72 G72 ---\n", "0.233337127609\n", "\n", " --- under the realm of G72 G73 ---\n", "0.233834000762\n", "\n", " --- under the realm of G72 G74 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.230207884132\n", "\n", " --- under the realm of G72 G75 ---\n", "0.207572439493\n", "\n", " --- under the realm of G72 G76 ---\n", "0.208908897476\n", "\n", " --- under the realm of G72 G77 ---\n", "0.208161273409\n", "\n", " --- under the realm of G72 G78 ---\n", "0.208240668484\n", "\n", " --- under the realm of G72 G79 ---\n", "0.208467893407\n", "\n", " --- under the realm of G72 G80 ---\n", "0.203728445554\n", "\n", " --- under the realm of G72 G81 ---\n", "0.201822332655\n", "\n", " --- under the realm of G72 G82 ---\n", 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---\n", "0.199132981008\n", "\n", " --- under the realm of G72 G98 ---\n", "0.199207456968\n", "\n", " --- under the realm of G72 G99 ---\n", "0.196821365583\n", "\n", " --- under the realm of G72 G100 ---\n", "0.191773022299\n", "\n", " --- under the realm of G72 G101 ---\n", "0.194293661007\n", "\n", " --- under the realm of G72 G102 ---\n", "0.192528548506\n", "\n", " --- under the realm of G72 G103 ---\n", "0.192726816635\n", "\n", " --- under the realm of G72 G104 ---\n", "0.234598494328\n", "\n", " --- under the realm of G72 G105 ---\n", "0.237371165371\n", "\n", " --- under the realm of G72 G106 ---\n", "0.237410516707\n", "\n", " --- under the realm of G72 G107 ---\n", "0.238078918756\n", "\n", " --- under the realm of G72 G108 ---\n", "0.237220353577\n", "\n", " --- under the realm of G72 G109 ---\n", "0.238452148995\n", "\n", " --- under the realm of G72 G110 ---\n", "0.238811735468\n", "\n", " --- under the realm of G72 G111 ---\n", "0.237170820942\n", "\n", " --- under the 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--- under the realm of G72 G171 ---\n", "0.243332729181\n", "\n", " --- under the realm of G72 G172 ---\n", "0.2430691621\n", "\n", " --- under the realm of G72 G173 ---\n", "0.235255056013\n", "\n", " --- under the realm of G72 G174 ---\n", "0.241851082945\n", "\n", " --- under the realm of G72 G175 ---\n", "0.241838569075\n", "\n", " --- under the realm of G72 G176 ---\n", "0.242285060083\n", "\n", " --- under the realm of G72 G177 ---\n", "0.241810120653\n", "\n", " --- under the realm of G72 G178 ---\n", "0.24184482601\n", "\n", " --- under the realm of G72 G179 ---\n", "0.240133184666\n", "\n", " --- under the realm of G72 G180 ---\n", "0.248711533521\n", "\n", " --- under the realm of G72 G181 ---\n", "0.246997560879\n", "\n", " --- under the realm of G72 G182 ---\n", "0.247009844812\n", "\n", " --- under the realm of G72 G183 ---\n", "0.247025011578\n", "\n", " --- under the realm of G72 G184 ---\n", "0.244954195942\n", "--- marginalized kernel matrix of size 185 built in 323.2372226715088 seconds ---\n", "\n", " --- under the realm of G73 G73 ---\n", "0.234356188519\n", "\n", " --- under the realm of G73 G74 ---\n", "0.230515964124\n", "\n", " --- under the realm of G73 G75 ---\n", "0.207937784992\n", "\n", " --- under the realm of G73 G76 ---\n", "0.209370199693\n", "\n", " --- under the realm of G73 G77 ---\n", "0.208576700273\n", "\n", " --- under the realm of G73 G78 ---\n", "0.208653992342\n", "\n", " --- under the realm of G73 G79 ---\n", "0.208908698423\n", "\n", " --- under the realm of G73 G80 ---\n", "0.203973979042\n", "\n", " --- under the realm of G73 G81 ---\n", "0.201997128708\n", "\n", " --- under the realm of G73 G82 ---\n", "0.22762004066\n", "\n", " --- under the realm of G73 G83 ---\n", "0.230502242167\n", "\n", " --- under the realm of G73 G84 ---\n", "0.230817811507\n", "\n", " --- under the realm of G73 G85 ---\n", "0.231487111485\n", "\n", " --- under the realm of G73 G86 ---\n", "0.230889942424\n", "\n", " --- under the realm 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"\n", " --- under the realm of G73 G117 ---\n", "0.236317034411\n", "\n", " --- under the realm of G73 G118 ---\n", "0.236576064572\n", "\n", " --- under the realm of G73 G119 ---\n", "0.236381150782\n", "\n", " --- under the realm of G73 G120 ---\n", "0.233469298968\n", "\n", " --- under the realm of G73 G121 ---\n", "0.23569715656\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- under the realm of G73 G122 ---\n", "0.236640180943\n", "\n", " --- under the realm of G73 G123 ---\n", "0.237583205325\n", "\n", " --- under the realm of G73 G124 ---\n", "0.2372763519\n", "\n", " --- under the realm of G73 G125 ---\n", "0.232694727109\n", "\n", " --- under the realm of G73 G126 ---\n", "0.236467661508\n", "\n", " --- under the realm of G73 G127 ---\n", "0.213824884793\n", "\n", " --- under the realm of G73 G128 ---\n", "0.208266743317\n", "\n", " --- under the realm of G73 G129 ---\n", "0.207195863352\n", "\n", " --- under the realm of G73 G130 ---\n", 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of G73 G145 ---\n", "0.237922559534\n", "\n", " --- under the realm of G73 G146 ---\n", "0.239060512757\n", "\n", " --- under the realm of G73 G147 ---\n", "0.239350889566\n", "\n", " --- under the realm of G73 G148 ---\n", "0.240257316244\n", "\n", " --- under the realm of G73 G149 ---\n", "0.239343979665\n", "\n", " --- under the realm of G73 G150 ---\n", "0.237445996962\n", "\n", " --- under the realm of G73 G151 ---\n", "0.2394085943\n", "\n", " --- under the realm of G73 G152 ---\n", "0.237445947339\n", "\n", " --- under the realm of G73 G153 ---\n", "0.236754450186\n", "\n", " --- under the realm of G73 G154 ---\n", "0.236848019454\n", "\n", " --- under the realm of G73 G155 ---\n", "0.2377975284\n", "\n", " --- under the realm of G73 G156 ---\n", "0.236763078142\n", "\n", " --- under the realm of G73 G157 ---\n", "0.240106612182\n", "\n", " --- under the realm of G73 G158 ---\n", "0.219343168761\n", "\n", " --- under the realm of G73 G159 ---\n", "0.209008865865\n", "\n", " --- under the realm of G73 G160 ---\n", "0.213071404022\n", "\n", " --- under the realm of G73 G161 ---\n", "0.213497715802\n", "\n", " --- under the realm of G73 G162 ---\n", "0.214471243043\n", "\n", " --- under the realm of G73 G163 ---\n", "0.211524005621\n", "\n", " --- under the realm of G73 G164 ---\n", "0.212497532862\n", "\n", " --- under the realm of G73 G165 ---\n", "0.244748825114\n", "\n", " --- under the realm of G73 G166 ---\n", "0.242591482395\n", "\n", " --- under the realm of G73 G167 ---\n", "0.222138830065\n", "\n", " --- under the realm of G73 G168 ---\n", "0.223727864508\n", "\n", " --- under the realm of G73 G169 ---\n", "0.242172462313\n", "\n", " --- under the realm of G73 G170 ---\n", "0.243125693644\n", "\n", " --- under the realm of G73 G171 ---\n", "0.24395029431\n", "\n", " --- under the realm of G73 G172 ---\n", "0.243686758635\n", "\n", " --- under the realm of G73 G173 ---\n", "0.235860204509\n", "\n", " --- under the realm of G73 G174 ---\n", "0.242445225178\n", "\n", " --- under the realm of G73 G175 ---\n", "0.242432661721\n", "\n", " --- under the realm of G73 G176 ---\n", "0.242891233126\n", "\n", " --- under the realm of G73 G177 ---\n", "0.242404469506\n", "\n", " --- under the realm of G73 G178 ---\n", "0.242438943449\n", "\n", " --- under the realm of G73 G179 ---\n", "0.240704674608\n", "\n", " --- under the realm of G73 G180 ---\n", "0.249332771966\n", "\n", " --- under the realm of G73 G181 ---\n", "0.247516134139\n", "\n", " --- under the realm of G73 G182 ---\n", "0.247528626948\n", "\n", " --- under the realm of G73 G183 ---\n", "0.247541902412\n", "\n", " --- under the realm of G73 G184 ---\n", "0.245382431947\n", "--- marginalized kernel matrix of size 185 built in 327.39819073677063 seconds ---\n", "\n", " --- under the realm of G74 G74 ---\n", "0.228584486868\n", "\n", " --- under the realm of G74 G75 ---\n", "0.205473190861\n", "\n", " --- under the realm of G74 G76 ---\n", "0.205993431588\n", "\n", " --- 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--- under the realm of G74 G92 ---\n", "0.22780185149\n", "\n", " --- under the realm of G74 G93 ---\n", "0.227502047121\n", "\n", " --- under the realm of G74 G94 ---\n", "0.227648199191\n", "\n", " --- under the realm of G74 G95 ---\n", "0.195788703919\n", "\n", " --- under the realm of G74 G96 ---\n", "0.196672608437\n", "\n", " --- under the realm of G74 G97 ---\n", "0.196472331175\n", "\n", " --- under the realm of G74 G98 ---\n", "0.196551696763\n", "\n", " --- under the realm of G74 G99 ---\n", "0.194295900178\n", "\n", " --- under the realm of G74 G100 ---\n", "0.18985245408\n", "\n", " --- under the realm of G74 G101 ---\n", "0.192069476557\n", "\n", " --- under the realm of G74 G102 ---\n", "0.190499229498\n", "\n", " --- under the realm of G74 G103 ---\n", "0.190716960173\n", "\n", " --- under the realm of G74 G104 ---\n", "0.232966285162\n", "\n", " --- under the realm of G74 G105 ---\n", "0.234842998767\n", "\n", " --- under the realm of G74 G106 ---\n", 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of G74 G121 ---\n", "0.23184397776\n", "\n", " --- under the realm of G74 G122 ---\n", "0.232582203101\n", "\n", " --- under the realm of G74 G123 ---\n", "0.233320428442\n", "\n", " --- under the realm of G74 G124 ---\n", "0.23308302018\n", "\n", " --- under the realm of G74 G125 ---\n", "0.229149059465\n", "\n", " --- under the realm of G74 G126 ---\n", "0.232490900803\n", "\n", " --- under the realm of G74 G127 ---\n", "0.209988385598\n", "\n", " --- under the realm of G74 G128 ---\n", "0.204768320629\n", "\n", " --- under the realm of G74 G129 ---\n", "0.203948349428\n", "\n", " --- under the realm of G74 G130 ---\n", "0.19980095113\n", "\n", " --- under the realm of G74 G131 ---\n", "0.199186245067\n", "\n", " --- under the realm of G74 G132 ---\n", "0.201701337151\n", "\n", " --- under the realm of G74 G133 ---\n", "0.238608326468\n", "\n", " --- under the realm of G74 G134 ---\n", "0.238740293541\n", "\n", " --- under the realm of G74 G135 ---\n", "0.238674310067\n", "\n", " --- under the realm of G74 G136 ---\n", "0.239443197001\n", "\n", " --- under the realm of G74 G137 ---\n", "0.239321877115\n", "\n", " --- under the realm of G74 G138 ---\n", "0.238964618031\n", "\n", " --- under the realm of G74 G139 ---\n", "0.239030602239\n", "\n", " --- under the realm of G74 G140 ---\n", "0.236908510246\n", "\n", " --- under the realm of G74 G141 ---\n", "0.218125611889\n", "\n", " --- under the realm of G74 G142 ---\n", "0.218245031812\n", "\n", " --- under the realm of G74 G143 ---\n", "0.218962139423\n", "\n", " --- under the realm of G74 G144 ---\n", "0.21625305943\n", "\n", " --- under the realm of G74 G145 ---\n", "0.234091811326\n", "\n", " --- under the realm of G74 G146 ---\n", "0.235072961769\n", "\n", " --- under the realm of G74 G147 ---\n", "0.235390652678\n", "\n", " --- under the realm of G74 G148 ---\n", "0.236117296626\n", "\n", " --- under the realm of G74 G149 ---\n", "0.235383478892\n", "\n", " --- under the realm of G74 G150 ---\n", 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G74 G165 ---\n", "0.241308530152\n", "\n", " --- under the realm of G74 G166 ---\n", "0.240062248313\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " --- under the realm of G74 G167 ---\n", "0.220351721561\n", "\n", " --- under the realm of G74 G168 ---\n", "0.220868165148\n", "\n", " --- under the realm of G74 G169 ---\n", "0.238106865046\n", "\n", " --- under the realm of G74 G170 ---\n", "0.238909107884\n", "\n", " --- under the realm of G74 G171 ---\n", "0.239729417588\n", "\n", " --- under the realm of G74 G172 ---\n", "0.239443314773\n", "\n", " --- under the realm of G74 G173 ---\n", "0.231732310051\n", "\n", " --- under the realm of G74 G174 ---\n", "0.238405643321\n", "\n", " --- under the realm of G74 G175 ---\n", "0.238392600073\n", "\n", " --- under the realm of G74 G176 ---\n", "0.238732907945\n", "\n", " --- under the realm of G74 G177 ---\n", "0.238360193763\n", "\n", " --- under the realm of G74 G178 ---\n", "0.238399121697\n", "\n", " --- under the realm of G74 G179 ---\n", "0.236821477878\n", "\n", " --- under the realm of G74 G180 ---\n", "0.244945653927\n", "\n", " --- under the realm of G74 G181 ---\n", "0.244039735092\n", "\n", " --- under the realm of G74 G182 ---\n", "0.244050917686\n", "\n", " --- under the realm of G74 G183 ---\n", "0.244091605392\n", "\n", " --- under the realm of G74 G184 ---\n", "0.242642575391\n", "--- marginalized kernel matrix of size 185 built in 331.4706473350525 seconds ---\n", "\n", " --- under the realm of G75 G75 ---\n", "0.190149801411\n", "\n", " --- under the realm of G75 G76 ---\n", "0.190874305694\n", "\n", " --- under the realm of G75 G77 ---\n", "0.190414110255\n", "\n", " --- under the realm of G75 G78 ---\n", "0.190512055058\n", "\n", " --- under the realm of G75 G79 ---\n", "0.190554525289\n", "\n", " --- under the realm of G75 G80 ---\n", "0.185242485351\n", "\n", " --- under the realm of G75 G81 ---\n", "0.183724537658\n", "\n", " --- under the realm of G75 G82 ---\n", "0.198141155979\n", "\n", " --- under the realm of G75 G83 ---\n", "0.200490135202\n", "\n", " --- under the realm of G75 G84 ---\n", "0.200799514471\n", "\n", " --- under the realm of G75 G85 ---\n", "0.201294704058\n", "\n", " --- under the realm of G75 G86 ---\n", "0.200871844245\n", "\n", " --- under the realm of G75 G87 ---\n", "0.200497750354\n", "\n", " --- under the realm of G75 G88 ---\n", "0.201670040486\n", "\n", " --- under the realm of G75 G89 ---\n", "0.200612016293\n", "\n", " --- under the realm of G75 G90 ---\n", "0.202165230073\n", "\n", " --- under the realm of G75 G91 ---\n", "0.201175423253\n", "\n", " --- under the realm of G75 G92 ---\n", "0.201509079786\n", "\n", " --- under the realm of G75 G93 ---\n", "0.201222498713\n", "\n", " --- under the realm of G75 G94 ---\n", "0.20135450542\n", "\n", " --- under the realm of G75 G95 ---\n", "0.172880116959\n", "\n", " --- under the realm of G75 G96 ---\n", "0.173777777778\n", "\n", " --- under the realm of G75 G97 ---\n", "0.173563662242\n", "\n", " --- under the realm of G75 G98 ---\n", "0.173636798088\n", "\n", " --- under the realm of G75 G99 ---\n", "0.171555555556\n", "\n", " --- under the realm of G75 G100 ---\n", "0.167369545659\n", "\n", " --- under the realm of G75 G101 ---\n", "0.169458792555\n", "\n", " --- under the realm of G75 G102 ---\n", "0.167982422609\n", "\n", " --- under the realm of G75 G103 ---\n", "0.168177149902\n", "\n", " --- under the realm of G75 G104 ---\n", "0.208799351294\n", "\n", " --- under the realm of G75 G105 ---\n", "0.210961785771\n", "\n", " --- under the realm of G75 G106 ---\n", "0.211030979569\n", "\n", " --- under the realm of G75 G107 ---\n", "0.21139315739\n", "\n", " --- under the realm of G75 G108 ---\n", "0.210763431003\n", "\n", " --- under the realm of G75 G109 ---\n", "0.211624199827\n", "\n", " --- under the realm of G75 G110 ---\n", "0.211845947877\n", "\n", " --- under the realm of G75 G111 ---\n", "0.210685857187\n", "\n", " --- under the 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"\n", " --- under the realm of G75 G127 ---\n", "0.185829959514\n", "\n", " --- under the realm of G75 G128 ---\n", "0.181020651988\n", "\n", " --- under the realm of G75 G129 ---\n", "0.180228348649\n", "\n", " --- under the realm of G75 G130 ---\n", "0.176324777653\n", "\n", " --- under the realm of G75 G131 ---\n", "0.175798294753\n", "\n", " --- under the realm of G75 G132 ---\n", "0.1781629133\n", "\n", " --- under the realm of G75 G133 ---\n", "0.213957621781\n", "\n", " --- under the realm of G75 G134 ---\n", "0.214080632761\n", "\n", " --- under the realm of G75 G135 ---\n", "0.214019127308\n", "\n", " --- under the realm of G75 G136 ---\n", "0.215135134255\n", "\n", " --- under the realm of G75 G137 ---\n", "0.214885629574\n", "\n", " --- under the realm of G75 G138 ---\n", "0.214421650914\n", "\n", " --- under the realm of G75 G139 ---\n", "0.214483154161\n", "\n", " --- under the realm of G75 G140 ---\n", "0.212011118004\n", "\n", " --- under the realm of G75 G141 ---\n", 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G75 G156 ---\n", "0.206061949248\n", "\n", " --- under the realm of G75 G157 ---\n", "0.208766575056\n", "\n", " --- under the realm of G75 G158 ---\n", "0.190656585078\n", "\n", " --- under the realm of G75 G159 ---\n", "0.182033019139\n", "\n", " --- under the realm of G75 G160 ---\n", "0.185321685918\n", "\n", " --- under the realm of G75 G161 ---\n", "0.185741112312\n", "\n", " --- under the realm of G75 G162 ---\n", "0.186461388074\n", "\n", " --- under the realm of G75 G163 ---\n", "0.184038277512\n", "\n", " --- under the realm of G75 G164 ---\n", "0.184758553275\n", "\n", " --- under the realm of G75 G165 ---\n", "0.216085315229\n", "\n", " --- under the realm of G75 G166 ---\n", "0.214580501173\n", "\n", " --- under the realm of G75 G167 ---\n", "0.19940687715\n", "\n", " --- under the realm of G75 G168 ---\n", "0.200271857478\n", "\n", " --- under the realm of G75 G169 ---\n", "0.210639953627\n", "\n", " --- under the realm of G75 G170 ---\n", "0.211399454139\n", "\n", " --- under the realm of G75 G171 ---\n", "0.212152007884\n", "\n", " --- under the realm of G75 G172 ---\n", "0.211891524732\n", "\n", " --- under the realm of G75 G173 ---\n", "0.205104504184\n", "\n", " --- under the realm of G75 G174 ---\n", "0.210905818696\n", "\n", " --- under the realm of G75 G175 ---\n", "0.210894742112\n", "\n", " --- under the realm of G75 G176 ---\n", "0.211227870536\n", "\n", " --- under the realm of G75 G177 ---\n", "0.210867732654\n", "\n", " --- under the realm of G75 G178 ---\n", "0.210900280404\n", "\n", " --- under the realm of G75 G179 ---\n", "0.209431467585\n", "\n", " --- under the realm of G75 G180 ---\n", "0.219441399112\n", "\n", " --- under the realm of G75 G181 ---\n", "0.218280365364\n", "\n", " --- under the realm of G75 G182 ---\n", "0.218288822141\n", "\n", " --- under the realm of G75 G183 ---\n", "0.218329017143\n", "\n", " --- under the realm of G75 G184 ---\n", "0.216682721252\n", "--- marginalized kernel matrix of size 185 built in 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---\n", "0.211922231387\n", "\n", " --- under the realm of G77 G171 ---\n", "0.212650890803\n", "\n", " --- under the realm of G77 G172 ---\n", "0.212410159035\n", "\n", " --- under the realm of G77 G173 ---\n", "0.2055893901\n", "\n", " --- under the realm of G77 G174 ---\n", "0.211370853064\n", "\n", " --- under the realm of G77 G175 ---\n", "0.211360061016\n", "\n", " --- under the realm of G77 G176 ---\n", "0.211731705071\n", "\n", " --- under the realm of G77 G177 ---\n", "0.211334624652\n", "\n", " --- under the realm of G77 G178 ---\n", "0.21136545704\n", "\n", " --- under the realm of G77 G179 ---\n", "0.209877656039\n", "\n", " --- under the realm of G77 G180 ---\n", "0.220054755577\n", "\n", " --- under the realm of G77 G181 ---\n", "0.218658589753\n", "\n", " --- under the realm of G77 G182 ---\n", "0.218668003805\n", "\n", " --- under the realm of G77 G183 ---\n", "0.218692933737\n", "\n", " --- under the realm of G77 G184 ---\n", "0.216913927952\n", "--- marginalized kernel matrix of size 185 built in 345.25114917755127 seconds ---\n", "\n", " --- under the realm of G78 G78 ---\n", "0.1910065738\n", "\n", " --- under the realm of G78 G79 ---\n", "0.191139284651\n", "\n", " --- under the realm of G78 G80 ---\n", "0.185639016129\n", "\n", " --- under the realm of G78 G81 ---\n", "0.184004190373\n", "\n", " --- under the realm of G78 G82 ---\n", "0.198654345778\n", "\n", " --- under the realm of G78 G83 ---\n", "0.201089798549\n", "\n", " --- under the realm of G78 G84 ---\n", "0.20138254977\n", "\n", " --- under the realm of G78 G85 ---\n", "0.201922963303\n", "\n", " --- under the realm of G78 G86 ---\n", "0.201450271933\n", "\n", " --- under the realm of G78 G87 ---\n", "0.201097384977\n", "\n", " --- under the realm of G78 G88 ---\n", "0.202313514867\n", "\n", " --- under the realm of G78 G89 ---\n", "0.201204513034\n", "\n", " --- under the realm of G78 G90 ---\n", "0.2028539284\n", "\n", " --- under the realm of G78 G91 ---\n", 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G106 ---\n", "0.211465957379\n", "\n", " --- under the realm of G78 G107 ---\n", "0.211960358702\n", "\n", " --- under the realm of G78 G108 ---\n", "0.21124671502\n", "\n", " --- under the realm of G78 G109 ---\n", "0.212250062238\n", "\n", " --- under the realm of G78 G110 ---\n", "0.212529017688\n", "\n", " --- under the realm of G78 G111 ---\n", "0.211185547654\n", "\n", " --- under the realm of G78 G112 ---\n", "0.211907889209\n", "\n", " --- under the realm of G78 G113 ---\n", "0.190000032499\n", "\n", " --- under the realm of G78 G114 ---\n", "0.205526469665\n", "\n", " --- under the realm of G78 G115 ---\n", "0.205507345462\n", "\n", " --- under the realm of G78 G116 ---\n", "0.205586667144\n", "\n", " --- under the realm of G78 G117 ---\n", "0.206149943629\n", "\n", " --- under the realm of G78 G118 ---\n", "0.206353994196\n", "\n", " --- under the realm of G78 G119 ---\n", "0.206210141107\n", "\n", " --- under the realm of G78 G120 ---\n", "0.203719937364\n", "\n", " --- 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"0.214485355299\n", "\n", " --- under the realm of G78 G136 ---\n", "0.215925898287\n", "\n", " --- under the realm of G78 G137 ---\n", "0.215542925164\n", "\n", " --- under the realm of G78 G138 ---\n", "0.214990843386\n", "\n", " --- under the realm of G78 G139 ---\n", "0.215037482307\n", "\n", " --- under the realm of G78 G140 ---\n", "0.212311363775\n", "\n", " --- under the realm of G78 G141 ---\n", "0.200137756037\n", "\n", " --- under the realm of G78 G142 ---\n", "0.200221749863\n", "\n", " --- under the realm of G78 G143 ---\n", "0.201476546918\n", "\n", " --- under the realm of G78 G144 ---\n", "0.197365562021\n", "\n", " --- under the realm of G78 G145 ---\n", "0.207594776534\n", "\n", " --- under the realm of G78 G146 ---\n", "0.208555700975\n", "\n", " --- under the realm of G78 G147 ---\n", "0.208824393799\n", "\n", " --- under the realm of G78 G148 ---\n", "0.209569165877\n", "\n", " --- under the realm of G78 G149 ---\n", "0.208818324657\n", "\n", " --- under the realm of G78 G150 ---\n", "0.207184708354\n", "\n", " --- under the realm of G78 G151 ---\n", "0.20887857153\n", "\n", " --- under the realm of G78 G152 ---\n", "0.207184661916\n", "\n", " --- under the realm of G78 G153 ---\n", "0.206607046451\n", "\n", " --- under the realm of G78 G154 ---\n", "0.206693675049\n", "\n", " --- under the realm of G78 G155 ---\n", "0.207478674702\n", "\n", " --- under the realm of G78 G156 ---\n", "0.206614821311\n", "\n", " --- under the realm of G78 G157 ---\n", "0.209429930357\n", "\n", " --- under the realm of G78 G158 ---\n", "0.191290928872\n", "\n", " --- under the realm of G78 G159 ---\n", "0.182457888385\n", "\n", " --- under the realm of G78 G160 ---\n", "0.185879582219\n", "\n", " --- under the realm of G78 G161 ---\n", "0.186275806819\n", "\n", " --- under the realm of G78 G162 ---\n", "0.187061862868\n", "\n", " --- under the realm of G78 G163 ---\n", "0.184560891215\n", "\n", " --- under the realm of G78 G164 ---\n", "0.185346947265\n", "\n", " --- under the realm of G78 G165 ---\n", "0.2166269175\n", "\n", " --- under the realm of G78 G166 ---\n", "0.214921997904\n", "\n", " --- under the realm of G78 G167 ---\n", "0.199646505198\n", "\n", " --- under the realm of G78 G168 ---\n", "0.200773506964\n", "\n", " --- under the realm of G78 G169 ---\n", "0.211270429076\n", "\n", " --- under the realm of G78 G170 ---\n", "0.212067218039\n", "\n", " --- under the realm of G78 G171 ---\n", "0.212804257702\n", "\n", " --- under the realm of G78 G172 ---\n", "0.212558719269\n", "\n", " --- under the realm of G78 G173 ---\n", "0.205741091565\n", "\n", " --- under the realm of G78 G174 ---\n", "0.211522695363\n", "\n", " --- under the realm of G78 G175 ---\n", "0.211511660559\n", "\n", " --- under the realm of G78 G176 ---\n", "0.211878849761\n", "\n", " --- under the realm of G78 G177 ---\n", "0.211485821736\n", "\n", " --- under the realm of G78 G178 ---\n", "0.211517177961\n", "\n", " --- under the realm of G78 G179 ---\n", "0.210024028934\n", "\n", " --- under the realm of G78 G180 ---\n", "0.220181859861\n", "\n", " --- under the realm of G78 G181 ---\n", "0.218802528881\n", "\n", " --- under the realm of G78 G182 ---\n", "0.218812226477\n", "\n", " --- under the realm of G78 G183 ---\n", "0.21883937251\n", "\n", " --- under the realm of G78 G184 ---\n", "0.217057968943\n", "--- marginalized kernel matrix of size 185 built in 349.77428579330444 seconds ---\n", "\n", " --- under the realm of G79 G79 ---\n", "0.191338213356\n", "\n", " --- under the realm of G79 G80 ---\n", "0.185803860468\n", "\n", " --- under the realm of G79 G81 ---\n", "0.184110032438\n", "\n", " --- under the realm of G79 G82 ---\n", "0.198731135128\n", "\n", " --- under the realm of G79 G83 ---\n", "0.201211172939\n", "\n", " --- under the realm of G79 G84 ---\n", "0.201487482476\n", "\n", " --- under the realm of G79 G85 ---\n", "0.202058893978\n", "\n", " --- under the realm of G79 G86 ---\n", "0.201550526319\n", "\n", " --- under the realm of G79 G87 ---\n", "0.201218700814\n", "\n", " --- under the realm of G79 G88 ---\n", "0.202457489879\n", "\n", " --- under the realm of G79 G89 ---\n", "0.201318622565\n", "\n", " --- under the realm of G79 G90 ---\n", "0.203028901381\n", "\n", " --- under the realm of G79 G91 ---\n", "0.201951451556\n", "\n", " --- under the realm of G79 G92 ---\n", "0.202313250447\n", "\n", " --- under the realm of G79 G93 ---\n", "0.201992252055\n", "\n", " --- under the realm of G79 G94 ---\n", "0.202110003628\n", "\n", " --- under the realm of G79 G95 ---\n", "0.173405533063\n", "\n", " --- under the realm of G79 G96 ---\n", "0.174546737213\n", "\n", " --- under the realm of G79 G97 ---\n", "0.174241358382\n", "\n", " --- under the realm of G79 G98 ---\n", "0.174306524847\n", "\n", " --- under the realm of G79 G99 ---\n", "0.172218694885\n", "\n", " --- under the realm of G79 G100 ---\n", "0.167801394512\n", "\n", " --- under the realm of G79 G101 ---\n", "0.170006953381\n", "\n", " --- under the realm of G79 G102 ---\n", "0.168462479943\n", "\n", " --- under the realm of G79 G103 ---\n", "0.168635964555\n", "\n", " --- under the realm of G79 G104 ---\n", "0.209000398977\n", "\n", " --- under the realm of G79 G105 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.211466569675\n", "\n", " --- under the realm of G79 G106 ---\n", "0.211504249391\n", "\n", " --- under the realm of G79 G107 ---\n", "0.212088823167\n", "\n", " --- under the realm of G79 G108 ---\n", "0.211327350909\n", "\n", " --- under the realm of G79 G109 ---\n", "0.212417100061\n", "\n", " --- under the realm of G79 G110 ---\n", "0.212733454372\n", "\n", " --- under the realm of G79 G111 ---\n", "0.211280660789\n", "\n", " --- under the realm of G79 G112 ---\n", "0.212051169625\n", "\n", " --- under the realm of G79 G113 ---\n", "0.190104417671\n", "\n", " --- under the realm of G79 G114 ---\n", "0.205627769116\n", "\n", " --- under the realm of G79 G115 ---\n", "0.205609248384\n", "\n", " --- under the realm of G79 G116 ---\n", "0.205683808088\n", "\n", " --- under the realm of G79 G117 ---\n", "0.206269758015\n", "\n", " --- under the realm of G79 G118 ---\n", "0.206489997918\n", "\n", " --- under the realm of G79 G119 ---\n", "0.206325796987\n", "\n", " --- under the realm of G79 G120 ---\n", "0.203814981095\n", "\n", " --- under the realm of G79 G121 ---\n", "0.20573984706\n", "\n", " --- under the realm of G79 G122 ---\n", "0.20654603689\n", "\n", " --- under the realm of G79 G123 ---\n", "0.207352226721\n", "\n", " --- under the realm of G79 G124 ---\n", "0.207090102726\n", "\n", " --- under the realm of G79 G125 ---\n", "0.203149723611\n", "\n", " --- under the realm of G79 G126 ---\n", "0.206401517552\n", "\n", " --- under the realm of G79 G127 ---\n", "0.186617004049\n", "\n", " --- under the realm of G79 G128 ---\n", "0.181804843841\n", "\n", " --- under the realm of G79 G129 ---\n", "0.180890585438\n", "\n", " --- under the realm of G79 G130 ---\n", "0.176794066924\n", "\n", " --- under the realm of G79 G131 ---\n", "0.176374101009\n", "\n", " --- under the realm of G79 G132 ---\n", "0.178840385027\n", "\n", " --- under the realm of G79 G133 ---\n", "0.214495409593\n", "\n", " --- under the realm of G79 G134 ---\n", "0.214562395135\n", "\n", " --- under the realm of G79 G135 ---\n", "0.214528902644\n", "\n", " --- under the realm of G79 G136 ---\n", "0.216185337177\n", "\n", " --- under the realm of G79 G137 ---\n", "0.215708262912\n", "\n", " --- under the realm of G79 G138 ---\n", "0.215101839027\n", "\n", " --- under the realm of G79 G139 ---\n", "0.215135307862\n", "\n", " --- under the realm of G79 G140 ---\n", "0.212277949661\n", "\n", " --- under the realm of G79 G141 ---\n", "0.200188848852\n", "\n", " --- under the realm of G79 G142 ---\n", "0.200249166559\n", "\n", " --- under the realm of G79 G143 ---\n", "0.201710104705\n", "\n", " --- under the realm of G79 G144 ---\n", "0.197590921671\n", "\n", " --- under the realm of G79 G145 ---\n", "0.207689876271\n", "\n", " --- under the realm of G79 G146 ---\n", "0.208668878234\n", "\n", " --- under the realm of G79 G147 ---\n", "0.208923329769\n", "\n", " --- under the realm of G79 G148 ---\n", "0.209699335692\n", "\n", " --- under the realm of G79 G149 ---\n", "0.208917307469\n", "\n", " --- under the realm of G79 G150 ---\n", "0.207278418426\n", "\n", " --- under the realm of G79 G151 ---\n", "0.208973764844\n", "\n", " --- under the realm of G79 G152 ---\n", "0.20727837316\n", "\n", " --- under the realm of G79 G153 ---\n", "0.206684569378\n", "\n", " --- under the realm of G79 G154 ---\n", "0.206766544535\n", "\n", " --- under the realm of G79 G155 ---\n", "0.207580371535\n", "\n", " --- under the realm of G79 G156 ---\n", "0.206692147728\n", "\n", " --- under the realm of G79 G157 ---\n", "0.209567297645\n", "\n", " --- under the realm of G79 G158 ---\n", "0.191431795816\n", "\n", " --- under the realm of G79 G159 ---\n", "0.182517172941\n", "\n", " --- under the realm of G79 G160 ---\n", "0.186011028782\n", "\n", " --- under the realm of G79 G161 ---\n", "0.186384180137\n", "\n", " --- under the realm of G79 G162 ---\n", "0.187215324141\n", "\n", " --- under the realm of G79 G163 ---\n", "0.184675955623\n", "\n", " --- under the realm of G79 G164 ---\n", "0.185507099627\n", "\n", " --- under the realm of G79 G165 ---\n", "0.216718513932\n", "\n", " --- under the realm of G79 G166 ---\n", "0.214899972604\n", "\n", " --- under the realm of G79 G167 ---\n", "0.199616455616\n", "\n", " --- under the realm of G79 G168 ---\n", "0.200911707135\n", "\n", " --- under the realm of G79 G169 ---\n", "0.211380633057\n", "\n", " --- under the realm of G79 G170 ---\n", "0.212199347417\n", "\n", " --- under the realm of G79 G171 ---\n", "0.212916138034\n", "\n", " --- under the realm of G79 G172 ---\n", "0.212685516837\n", "\n", " --- under the realm of G79 G173 ---\n", "0.205848174011\n", "\n", " --- under the realm of G79 G174 ---\n", "0.211619697577\n", "\n", " --- under the realm of G79 G175 ---\n", "0.211608747941\n", "\n", " --- under the realm of G79 G176 ---\n", "0.211999427573\n", "\n", " --- under the realm of G79 G177 ---\n", "0.211583855571\n", "\n", " --- under the realm of G79 G178 ---\n", "0.211614222759\n", "\n", " --- under the realm of G79 G179 ---\n", "0.210116536583\n", "\n", " --- under the realm of G79 G180 ---\n", "0.220377327935\n", "\n", " --- under the realm of G79 G181 ---\n", "0.218862799479\n", "\n", " --- under the realm of G79 G182 ---\n", "0.218873571135\n", "\n", " --- under the realm of G79 G183 ---\n", "0.218889126073\n", "\n", " --- under the realm of G79 G184 ---\n", "0.217045261597\n", "--- marginalized kernel matrix of size 185 built in 354.2720670700073 seconds ---\n", "\n", " --- under the realm of G80 G80 ---\n", "0.185566323513\n", "\n", " --- under the realm of G80 G81 ---\n", "0.184593818736\n", "\n", " --- under the realm of G80 G82 ---\n", "0.191457158006\n", "\n", " --- under the realm of G80 G83 ---\n", "0.193531275006\n", "\n", " --- under the realm of G80 G84 ---\n", "0.19371113382\n", "\n", " --- under the realm of G80 G85 ---\n", "0.194234527928\n", "\n", " --- under the realm of G80 G86 ---\n", "0.193755529306\n", "\n", " --- under the realm of G80 G87 ---\n", "0.193535528829\n", "\n", " --- under the realm of G80 G88 ---\n", "0.194572751323\n", "\n", " --- under the realm of G80 G89 ---\n", "0.193604945533\n", "\n", " --- under the realm of G80 G90 ---\n", "0.195096145431\n", "\n", " --- under the realm of G80 G91 ---\n", "0.194166241336\n", "\n", " --- under the realm of G80 G92 ---\n", "0.194479417186\n", "\n", " --- under the realm of G80 G93 ---\n", "0.194195091057\n", "\n", " --- under the realm of G80 G94 ---\n", "0.19427237017\n", "\n", " --- under the realm of G80 G95 ---\n", "0.167706937096\n", "\n", " --- under the realm of G80 G96 ---\n", "0.168871252205\n", "\n", " --- under the realm of G80 G97 ---\n", "0.168532187328\n", "\n", " --- under the realm of G80 G98 ---\n", "0.168577125034\n", "\n", " --- under the realm of G80 G99 ---\n", "0.16696370556\n", "\n", " --- under the realm of G80 G100 ---\n", "0.163273074662\n", "\n", " --- under the realm of G80 G101 ---\n", "0.165117098187\n", "\n", " --- under the realm of G80 G102 ---\n", "0.163838764917\n", "\n", " --- under the realm of G80 G103 ---\n", "0.163949718508\n", "\n", " --- under the realm of G80 G104 ---\n", "0.204872159149\n", "\n", " --- under the realm of G80 G105 ---\n", "0.206196760824\n", "\n", " --- under the realm of G80 G106 ---\n", "0.206205465495\n", "\n", " --- under the realm of G80 G107 ---\n", "0.206581580122\n", "\n", " --- under the realm of G80 G108 ---\n", "0.206155987299\n", "\n", " --- under the realm of G80 G109 ---\n", "0.206780539857\n", "\n", " --- under the realm of G80 G110 ---\n", "0.206974844182\n", "\n", " --- under the realm of G80 G111 ---\n", "0.206143969533\n", "\n", " --- under the realm of G80 G112 ---\n", "0.206572843079\n", "\n", " --- under the realm of G80 G113 ---\n", "0.189379362384\n", "\n", " --- under the realm of G80 G114 ---\n", "0.197501745251\n", "\n", " --- under the realm of G80 G115 ---\n", "0.197491960525\n", "\n", " --- under the realm of G80 G116 ---\n", "0.197541207905\n", "\n", " --- under the realm of G80 G117 ---\n", "0.198057457942\n", "\n", " --- under the realm of G80 G118 ---\n", "0.198267627476\n", "\n", " --- under the realm of G80 G119 ---\n", "0.198096920596\n", "\n", " --- under the realm of G80 G120 ---\n", "0.19605161177\n", "\n", " --- under the realm of G80 G121 ---\n", "0.197580670559\n", "\n", " --- under the realm of G80 G122 ---\n", "0.19830709013\n", "\n", " --- under the realm of G80 G123 ---\n", "0.1990335097\n", "\n", " --- under the realm of G80 G124 ---\n", "0.198796211604\n", "\n", " --- under the realm of G80 G125 ---\n", "0.195483470565\n", "\n", " --- under the realm of G80 G126 ---\n", "0.198146930606\n", "\n", " --- under the realm of G80 G127 ---\n", "0.17913015873\n", "\n", " --- under the realm of G80 G128 ---\n", "0.175430740576\n", "\n", " --- under the realm of G80 G129 ---\n", "0.174593310004\n", "\n", " --- under the realm of G80 G130 ---\n", "0.171189170438\n", "\n", " --- under the realm of G80 G131 ---\n", "0.170996543085\n", "\n", " --- under the realm of G80 G132 ---\n", "0.173034168653\n", "\n", " --- under the realm of G80 G133 ---\n", "0.208594443196\n", "\n", " --- under the realm of G80 G134 ---\n", "0.20860991852\n", "\n", " --- under the realm of G80 G135 ---\n", "0.20860218071\n", "\n", " --- under the realm of G80 G136 ---\n", "0.209633033765\n", "\n", " --- under the realm of G80 G137 ---\n", "0.209308851316\n", "\n", " --- under the realm of G80 G138 ---\n", "0.208951450724\n", "\n", " --- under the realm of G80 G139 ---\n", "0.208959217524\n", "\n", " --- under the realm of G80 G140 ---\n", "0.207407910561\n", "\n", " --- under the realm of G80 G141 ---\n", "0.193750321487\n", "\n", " --- under the realm of G80 G142 ---\n", "0.193770770816\n", "\n", " --- under the realm of G80 G143 ---\n", "0.194743769992\n", "\n", " --- under the realm of G80 G144 ---\n", "0.194683521805\n", "\n", " --- under the realm of G80 G145 ---\n", "0.199541609737\n", "\n", " --- under the realm of G80 G146 ---\n", "0.200363903793\n", "\n", " --- under the realm of G80 G147 ---\n", "0.200525428142\n", "\n", " --- under the realm of G80 G148 ---\n", "0.201214722144\n", "\n", " --- under the realm of G80 G149 ---\n", "0.200522025084\n", "\n", " --- under the realm of G80 G150 ---\n", "0.1992131831\n", "\n", " --- under the realm of G80 G151 ---\n", "0.200560944531\n", "\n", " --- under the realm of G80 G152 ---\n", "0.199213166384\n", "\n", " --- under the realm of G80 G153 ---\n", "0.198704513397\n", "\n", " --- under the realm of G80 G154 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.198756865173\n", "\n", " --- under the realm of G80 G155 ---\n", "0.199470331063\n", "\n", " --- under the realm of G80 G156 ---\n", "0.198708589381\n", "\n", " --- under the realm of G80 G157 ---\n", "0.201131254626\n", "\n", " --- under the realm of G80 G158 ---\n", "0.183608938936\n", "\n", " --- under the realm of G80 G159 ---\n", "0.176402472033\n", "\n", " --- under the realm of G80 G160 ---\n", "0.179342920127\n", "\n", " --- under the realm of G80 G161 ---\n", "0.17958917759\n", "\n", " --- under the realm of G80 G162 ---\n", "0.18035047811\n", "\n", " --- under the realm of G80 G163 ---\n", "0.178269107111\n", "\n", " --- under the realm of G80 G164 ---\n", "0.179030407632\n", "\n", " --- under the realm of G80 G165 ---\n", "0.210451632538\n", "\n", " --- under the realm of G80 G166 ---\n", "0.209436509127\n", "\n", " --- under the realm of G80 G167 ---\n", "0.196620406052\n", "\n", " --- under the realm of G80 G168 ---\n", "0.197407542853\n", "\n", " --- under the realm of G80 G169 ---\n", "0.202848448801\n", "\n", " --- under the realm of G80 G170 ---\n", 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matrix of size 185 built in 358.7395086288452 seconds ---\n", "\n", " --- under the realm of G81 G81 ---\n", "0.183913557056\n", "\n", " --- under the realm of G81 G82 ---\n", "0.189384958773\n", "\n", " --- under the realm of G81 G83 ---\n", "0.191300277871\n", "\n", " --- under the realm of G81 G84 ---\n", "0.191468300293\n", "\n", " --- under the realm of G81 G85 ---\n", "0.191949382845\n", "\n", " --- under the realm of G81 G86 ---\n", "0.191510298427\n", "\n", " --- under the realm of G81 G87 ---\n", "0.191304090104\n", "\n", " --- under the realm of G81 G88 ---\n", "0.192261857708\n", "\n", " --- under the realm of G81 G89 ---\n", "0.191369634858\n", "\n", " --- under the realm of G81 G90 ---\n", "0.19274294026\n", "\n", " --- under the realm of G81 G91 ---\n", "0.191885875057\n", "\n", " --- under the realm of G81 G92 ---\n", "0.192174788799\n", "\n", " --- under the realm of G81 G93 ---\n", "0.191913209038\n", "\n", " --- under the realm of G81 G94 ---\n", "0.191985484073\n", 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--- under the realm of G81 G139 ---\n", "0.206860156475\n", "\n", " --- under the realm of G81 G140 ---\n", "0.205739410169\n", "\n", " --- under the realm of G81 G141 ---\n", "0.191924898425\n", "\n", " --- under the realm of G81 G142 ---\n", "0.19194860909\n", "\n", " --- under the realm of G81 G143 ---\n", "0.192640398581\n", "\n", " --- under the realm of G81 G144 ---\n", "0.193099256913\n", "\n", " --- under the realm of G81 G145 ---\n", "0.197211673728\n", "\n", " --- under the realm of G81 G146 ---\n", "0.197971193692\n", "\n", " --- under the realm of G81 G147 ---\n", "0.198121514189\n", "\n", " --- under the realm of G81 G148 ---\n", "0.198756360121\n", "\n", " --- under the realm of G81 G149 ---\n", "0.198118464403\n", "\n", " --- under the realm of G81 G150 ---\n", "0.196907968986\n", "\n", " --- under the realm of G81 G151 ---\n", "0.198155112697\n", "\n", " --- under the realm of G81 G152 ---\n", "0.196907953919\n", "\n", " --- under the realm of G81 G153 ---\n", 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of G81 G168 ---\n", "0.195791182774\n", "\n", " --- under the realm of G81 G169 ---\n", "0.200396938324\n", "\n", " --- under the realm of G81 G170 ---\n", "0.201041115914\n", "\n", " --- under the realm of G81 G171 ---\n", "0.201528374057\n", "\n", " --- under the realm of G81 G172 ---\n", "0.201383488216\n", "\n", " --- under the realm of G81 G173 ---\n", "0.194615638985\n", "\n", " --- under the realm of G81 G174 ---\n", "0.200537255556\n", "\n", " --- under the realm of G81 G175 ---\n", "0.20053171049\n", "\n", " --- under the realm of G81 G176 ---\n", "0.20086990437\n", "\n", " --- under the realm of G81 G177 ---\n", "0.20052002615\n", "\n", " --- under the realm of G81 G178 ---\n", "0.200534483023\n", "\n", " --- under the realm of G81 G179 ---\n", "0.199430356511\n", "\n", " --- under the realm of G81 G180 ---\n", "0.210502417837\n", "\n", " --- under the realm of G81 G181 ---\n", "0.209884721526\n", "\n", " --- under the realm of G81 G182 ---\n", "0.209888053992\n", "\n", " --- under the realm of G81 G183 ---\n", "0.209892730616\n", "\n", " --- under the realm of G81 G184 ---\n", "0.209178495617\n", "--- marginalized kernel matrix of size 185 built in 363.1714186668396 seconds ---\n", "\n", " --- under the realm of G82 G82 ---\n", "0.237627179243\n", "\n", " --- under the realm of G82 G83 ---\n", "0.239220022115\n", "\n", " --- under the realm of G82 G84 ---\n", "0.239570298165\n", "\n", " --- under the realm of G82 G85 ---\n", "0.239781286605\n", "\n", " --- under the realm of G82 G86 ---\n", "0.23964758452\n", "\n", " --- under the realm of G82 G87 ---\n", "0.239229463038\n", "\n", " --- under the realm of G82 G88 ---\n", "0.240027854926\n", "\n", " --- under the realm of G82 G89 ---\n", "0.239352839956\n", "\n", " --- under the realm of G82 G90 ---\n", "0.240241319086\n", "\n", " --- under the realm of G82 G91 ---\n", "0.239643989626\n", "\n", " --- under the realm of G82 G92 ---\n", "0.239844846412\n", "\n", " --- under the realm of G82 G93 ---\n", "0.239694154318\n", "\n", " --- under the realm of G82 G94 ---\n", "0.239842750904\n", "\n", " --- under the realm of G82 G95 ---\n", "0.212902289802\n", "\n", " --- under the realm of G82 G96 ---\n", "0.212908587909\n", "\n", " --- under the realm of G82 G97 ---\n", "0.213001087074\n", "\n", " --- under the realm of G82 G98 ---\n", "0.213080282753\n", "\n", " --- under the realm of G82 G99 ---\n", "0.211260286865\n", "\n", " --- under the realm of G82 G100 ---\n", "0.208414007608\n", "\n", " --- under the realm of G82 G101 ---\n", "0.209831880271\n", "\n", " --- under the realm of G82 G102 ---\n", "0.208791516443\n", "\n", " --- under the realm of G82 G103 ---\n", "0.209014750604\n", "\n", " --- under the realm of G82 G104 ---\n", "0.229661909317\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " --- under the realm of G82 G105 ---\n", "0.232585564055\n", "\n", " --- under the realm of G82 G106 ---\n", "0.232666336879\n", "\n", " --- under the realm of G82 G107 ---\n", "0.233179526678\n", "\n", " --- under the realm of G82 G108 ---\n", "0.232323304915\n", "\n", " --- under the realm of G82 G109 ---\n", "0.233502328506\n", "\n", " --- under the realm of G82 G110 ---\n", "0.233809726403\n", "\n", " --- under the realm of G82 G111 ---\n", "0.232228432706\n", "\n", " --- under the realm of G82 G112 ---\n", "0.233098753854\n", "\n", " --- under the realm of G82 G113 ---\n", "0.19881403562\n", "\n", " --- under the realm of G82 G114 ---\n", "0.243566584687\n", "\n", " --- under the realm of G82 G115 ---\n", "0.243540961725\n", "\n", " --- under the realm of G82 G116 ---\n", "0.243635283646\n", "\n", " --- under the realm of G82 G117 ---\n", "0.243922110264\n", "\n", " --- under the realm of G82 G118 ---\n", "0.243973309695\n", "\n", " --- under the realm of G82 G119 ---\n", "0.243990814652\n", "\n", " --- under the realm of G82 G120 ---\n", "0.24218314646\n", "\n", " --- under the realm of G82 G121 ---\n", "0.243703982537\n", "\n", " --- under the realm of G82 G122 ---\n", "0.244042016842\n", "\n", " --- under the realm of G82 G123 ---\n", "0.244383340343\n", "\n", " --- under the realm of G82 G124 ---\n", "0.244277779395\n", "\n", " --- under the realm of G82 G125 ---\n", "0.24180061333\n", "\n", " --- under the realm of G82 G126 ---\n", "0.244086137588\n", "\n", " --- under the realm of G82 G127 ---\n", "0.22297086246\n", "\n", " --- under the realm of G82 G128 ---\n", "0.219841725509\n", "\n", " --- under the realm of G82 G129 ---\n", "0.219504229406\n", "\n", " --- under the realm of G82 G130 ---\n", "0.216794306534\n", "\n", " --- under the realm of G82 G131 ---\n", "0.215961696574\n", "\n", " --- under the realm of G82 G132 ---\n", "0.217642243174\n", "\n", " --- under the realm of G82 G133 ---\n", "0.237359975228\n", "\n", " --- under the realm of G82 G134 ---\n", "0.237503571359\n", "\n", " --- under the realm of G82 G135 ---\n", "0.237431773293\n", "\n", " --- under the realm of G82 G136 ---\n", "0.238989778695\n", 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"0.246802382294\n", "\n", " --- under the realm of G82 G152 ---\n", "0.24547700111\n", "\n", " --- under the realm of G82 G153 ---\n", "0.245139303991\n", "\n", " --- under the realm of G82 G154 ---\n", "0.245244125508\n", "\n", " --- under the realm of G82 G155 ---\n", "0.245653016637\n", "\n", " --- under the realm of G82 G156 ---\n", "0.245149524505\n", "\n", " --- under the realm of G82 G157 ---\n", "0.246937186517\n", "\n", " --- under the realm of G82 G158 ---\n", "0.227844127386\n", "\n", " --- under the realm of G82 G159 ---\n", "0.222244371724\n", "\n", " --- under the realm of G82 G160 ---\n", "0.22441957765\n", "\n", " --- under the realm of G82 G161 ---\n", "0.224889777446\n", "\n", " --- under the realm of G82 G162 ---\n", "0.225196621685\n", "\n", " --- under the realm of G82 G163 ---\n", "0.223400772158\n", "\n", " --- under the realm of G82 G164 ---\n", "0.223707681254\n", "\n", " --- under the realm of G82 G165 ---\n", "0.240812846325\n", "\n", " --- under the realm of G82 G166 ---\n", "0.23876709092\n", "\n", " --- under the realm of G82 G167 ---\n", "0.214089979732\n", "\n", " --- under the realm of G82 G168 ---\n", "0.215252573794\n", "\n", " --- under the realm of G82 G169 ---\n", "0.249029863515\n", "\n", " --- under the realm of G82 G170 ---\n", "0.249508160461\n", "\n", " --- under the realm of G82 G171 ---\n", "0.250230812749\n", "\n", " --- under the realm of G82 G172 ---\n", "0.249941676731\n", "\n", " --- under the realm of G82 G173 ---\n", "0.243142917899\n", "\n", " --- under the realm of G82 G174 ---\n", "0.249337436599\n", "\n", " --- under the realm of G82 G175 ---\n", "0.249323704379\n", "\n", " --- under the realm of G82 G176 ---\n", "0.249441985707\n", "\n", " --- under the realm of G82 G177 ---\n", "0.249288539099\n", "\n", " --- under the realm of G82 G178 ---\n", "0.249330570489\n", "\n", " --- under the realm of G82 G179 ---\n", "0.248177955038\n", "\n", " --- under the realm of G82 G180 ---\n", "0.245834375456\n", "\n", " --- under the realm of G82 G181 ---\n", "0.244245880233\n", "\n", " --- under the realm of G82 G182 ---\n", "0.244260433592\n", "\n", " --- under the realm of G82 G183 ---\n", "0.244301923345\n", "\n", " --- under the realm of G82 G184 ---\n", "0.242078032721\n", "--- marginalized kernel matrix of size 185 built in 367.5749955177307 seconds ---\n", "\n", " --- under the realm of G83 G83 ---\n", "0.241531142233\n", "\n", " --- under the realm of G83 G84 ---\n", "0.241841849483\n", "\n", " --- under the realm of G83 G85 ---\n", "0.242325928825\n", "\n", " --- under the realm of G83 G86 ---\n", "0.241910302134\n", "\n", " --- under the realm of G83 G87 ---\n", "0.241539765767\n", "\n", " --- under the realm of G83 G88 ---\n", "0.242692567314\n", "\n", " --- under the realm of G83 G89 ---\n", "0.241649023327\n", "\n", " --- under the realm of G83 G90 ---\n", "0.243176645496\n", "\n", " --- under the realm of G83 G91 ---\n", "0.242203994742\n", "\n", " --- under the realm of G83 G92 ---\n", "0.242530100862\n", "\n", " --- under the realm of G83 G93 ---\n", "0.242248323893\n", "\n", " --- under the realm of G83 G94 ---\n", "0.242380156027\n", "\n", " --- under the realm of G83 G95 ---\n", "0.213855193635\n", "\n", " --- under the realm of G83 G96 ---\n", "0.214700580637\n", "\n", " --- under the realm of G83 G97 ---\n", "0.214503538303\n", "\n", " --- under the realm of G83 G98 ---\n", "0.214574306827\n", "\n", " --- under the realm of G83 G99 ---\n", "0.212492277771\n", "\n", " --- under the realm of G83 G100 ---\n", "0.208371732282\n", "\n", " --- under the realm of G83 G101 ---\n", "0.210427628839\n", "\n", " --- under the realm of G83 G102 ---\n", "0.208974186088\n", "\n", " --- under the realm of G83 G103 ---\n", "0.209171525291\n", "\n", " --- under the realm of G83 G104 ---\n", "0.232218427272\n", "\n", " --- under the realm of G83 G105 ---\n", "0.235393558886\n", "\n", " --- under the realm of G83 G106 ---\n", "0.235475783316\n", "\n", " --- under the realm of G83 G107 ---\n", "0.236075446663\n", "\n", " --- under the realm of G83 G108 ---\n", "0.235134318357\n", "\n", " --- under the realm of G83 G109 ---\n", "0.23644086132\n", "\n", " --- under the realm of G83 G110 ---\n", "0.236791272548\n", "\n", " --- under the realm of G83 G111 ---\n", "0.235038810911\n", "\n", " --- under the realm of G83 G112 ---\n", "0.235993222234\n", "\n", " --- under the realm of G83 G113 ---\n", "0.200934907908\n", "\n", " --- under the realm of G83 G114 ---\n", "0.245991784625\n", "\n", " --- under the realm of G83 G115 ---\n", "0.245969122064\n", "\n", " --- under the realm of G83 G116 ---\n", "0.246052631377\n", "\n", " --- under the realm of G83 G117 ---\n", "0.246570741941\n", "\n", " --- under the realm of G83 G118 ---\n", "0.246747978088\n", "\n", " --- under the realm of G83 G119 ---\n", "0.246631587033\n", "\n", " --- under the realm of G83 G120 ---\n", "0.244234171109\n", "\n", " --- under the realm of G83 G121 ---\n", "0.246113477868\n", "\n", " --- under the realm of G83 G122 ---\n", "0.246808822574\n", "\n", " --- under the realm of G83 G123 ---\n", "0.247504165511\n", "\n", " --- under the realm of G83 G124 ---\n", "0.247279702476\n", "\n", " --- under the realm of G83 G125 ---\n", "0.243627017843\n", "\n", " --- under the realm of G83 G126 ---\n", "0.246716128725\n", "\n", " --- under the realm of G83 G127 ---\n", "0.225783851026\n", "\n", " --- under the realm of G83 G128 ---\n", "0.221968117116\n", "\n", " --- under the realm of G83 G129 ---\n", "0.221193579124\n", "\n", " --- under the realm of G83 G130 ---\n", "0.217352525699\n", "\n", " --- under the realm of G83 G131 ---\n", "0.216796787961\n", "\n", " --- under the realm of G83 G132 ---\n", "0.219122439619\n", "\n", " --- under the realm of G83 G133 ---\n", "0.240263984507\n", "\n", " --- under the realm of G83 G134 ---\n", "0.24041016127\n", "\n", " --- under the realm of G83 G135 ---\n", "0.240337072889\n", "\n", " --- under the realm of G83 G136 ---\n", "0.2421258555\n", "\n", " --- under the realm of G83 G137 ---\n", "0.241682740622\n", "\n", " --- under the realm of G83 G138 ---\n", "0.240973362564\n", "\n", " --- under the realm of G83 G139 ---\n", "0.241046450946\n", "\n", " --- under the realm of G83 G140 ---\n", "0.237403382525\n", "\n", " --- under the realm of G83 G141 ---\n", "0.216237586057\n", "\n", " --- under the realm of G83 G142 ---\n", "0.216369145143\n", "\n", " --- under the realm of G83 G143 ---\n", "0.21791326995\n", "\n", " --- under the realm of G83 G144 ---\n", "0.212151982769\n", "\n", " --- under the realm of G83 G145 ---\n", "0.248092629425\n", "\n", " --- under the realm of G83 G146 ---\n", "0.249001885481\n", "\n", " --- under the realm of G83 G147 ---\n", "0.249291336432\n", "\n", " --- under the realm of G83 G148 ---\n", "0.249971910498\n", "\n", " --- under the realm of G83 G149 ---\n", "0.249284437641\n", "\n", " --- under the realm of G83 G150 ---\n", "0.247693181288\n", "\n", " --- under the realm of G83 G151 ---\n", "0.249346098494\n", "\n", " --- under the realm of G83 G152 ---\n", "0.247693117928\n", "\n", " --- under the realm of G83 G153 ---\n", "0.247152569542\n", "\n", " --- under the realm of G83 G154 ---\n", "0.247245562026\n", "\n", " --- under the realm of G83 G155 ---\n", "0.24796939573\n", "\n", " --- under the realm of G83 G156 ---\n", "0.247161685304\n", "\n", " --- under the realm of G83 G157 ---\n", "0.2498215806\n", "\n", " --- under the realm of G83 G158 ---\n", "0.23072424853\n", "\n", " --- under the realm of G83 G159 ---\n", "0.223071924094\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- under the realm of G83 G160 ---\n", "0.226308061953\n", "\n", " --- under the realm of G83 G161 ---\n", "0.226725146487\n", "\n", " --- under the realm of G83 G162 ---\n", "0.227429266675\n", "\n", " --- under the realm of G83 G163 ---\n", "0.225021679473\n", "\n", " --- under the realm of G83 G164 ---\n", "0.225725801231\n", "\n", " --- under the realm of G83 G165 ---\n", "0.243800347649\n", "\n", " --- under the realm of G83 G166 ---\n", "0.241551298245\n", "\n", " --- under the realm of G83 G167 ---\n", "0.216465987324\n", "\n", " --- under the realm of G83 G168 ---\n", "0.217829279933\n", "\n", " --- under the realm of G83 G169 ---\n", "0.251718308149\n", "\n", " --- under the realm of G83 G170 ---\n", "0.252465916986\n", "\n", " --- under the realm of G83 G171 ---\n", "0.253213336792\n", "\n", " --- under the realm of G83 G172 ---\n", "0.252957109585\n", "\n", " --- under the realm of G83 G173 ---\n", "0.246152400154\n", "\n", " --- under the realm of G83 G174 ---\n", "0.251990969728\n", "\n", " --- under the realm of G83 G175 ---\n", "0.251978426472\n", "\n", " --- under the realm of G83 G176 ---\n", "0.252299587484\n", "\n", " --- under the realm of G83 G177 ---\n", "0.25194752978\n", "\n", " --- under the realm of G83 G178 ---\n", "0.2519846981\n", "\n", " --- under the realm of G83 G179 ---\n", "0.250528517697\n", "\n", " --- under the realm of G83 G180 ---\n", "0.249069630826\n", "\n", " --- under the realm of G83 G181 ---\n", "0.247292778565\n", "\n", " --- under the realm of G83 G182 ---\n", "0.247306809733\n", "\n", " --- under the realm of G83 G183 ---\n", "0.247350183671\n", "\n", " --- under the realm of G83 G184 ---\n", "0.244945042271\n", "--- marginalized kernel matrix of size 185 built in 371.98047614097595 seconds ---\n", "\n", " --- under the realm of G84 G84 ---\n", "0.242190242516\n", "\n", " --- under the realm of G84 G85 ---\n", "0.242623269269\n", "\n", " --- under the realm of G84 G86 ---\n", "0.242271573679\n", "\n", " --- under the realm of G84 G87 ---\n", "0.241850267523\n", "\n", " --- under the realm of G84 G88 ---\n", "0.242983484024\n", "\n", " --- under the realm of G84 G89 ---\n", "0.241978826767\n", "\n", " --- under the realm of G84 G90 ---\n", "0.243416507703\n", "\n", " --- under the realm of G84 G91 ---\n", "0.242488895531\n", "\n", " --- under the realm of G84 G92 ---\n", "0.242802234066\n", "\n", " --- under the realm of G84 G93 ---\n", "0.242541869393\n", "\n", " --- under the realm of G84 G94 ---\n", "0.242690392304\n", "\n", " --- under the realm of G84 G95 ---\n", "0.214102469554\n", "\n", " --- under the realm of G84 G96 ---\n", "0.214778799714\n", "\n", " --- under the realm of G84 G97 ---\n", "0.214649319127\n", "\n", " --- under the realm of G84 G98 ---\n", "0.214731273317\n", "\n", " --- under the realm of G84 G99 ---\n", "0.212606053134\n", "\n", " --- under the realm of G84 G100 ---\n", "0.208556200625\n", "\n", " --- under the realm of G84 G101 ---\n", "0.210576824395\n", "\n", " --- under the realm of G84 G102 ---\n", "0.209135793058\n", "\n", " --- under the realm of G84 G103 ---\n", "0.209355298061\n", "\n", " --- under the realm of G84 G104 ---\n", "0.232585564055\n", "\n", " --- under the realm of G84 G105 ---\n", "0.235774426184\n", "\n", " --- under the realm of G84 G106 ---\n", "0.235861165921\n", "\n", " --- under the realm of G84 G107 ---\n", "0.23644420122\n", "\n", " --- under the realm of G84 G108 ---\n", "0.235503800435\n", "\n", " --- under the realm of G84 G109 ---\n", "0.236804179361\n", "\n", " --- under the realm of G84 G110 ---\n", "0.237148735611\n", "\n", " --- under the realm of G84 G111 ---\n", "0.235403449065\n", "\n", " --- under the realm of G84 G112 ---\n", "0.236357461483\n", "\n", " --- under the realm of G84 G113 ---\n", "0.201144625033\n", "\n", " --- under the realm of G84 G114 ---\n", "0.246363874462\n", "\n", " --- under the realm of G84 G115 ---\n", "0.246341333001\n", "\n", " --- under the realm of G84 G116 ---\n", "0.246436168716\n", "\n", " --- under the realm of G84 G117 ---\n", "0.246920136704\n", "\n", " --- under the realm of G84 G118 ---\n", "0.247068977656\n", "\n", " --- under the realm of G84 G119 ---\n", "0.24699242745\n", "\n", " --- under the realm of G84 G120 ---\n", "0.244585213316\n", "\n", " --- under the realm of G84 G121 ---\n", "0.246508462761\n", "\n", " --- under the realm of G84 G122 ---\n", "0.247141266874\n", "\n", " --- under the realm of G84 G123 ---\n", "0.247774066626\n", "\n", " --- under the realm of G84 G124 ---\n", "0.247572415871\n", "\n", " --- under the realm of G84 G125 ---\n", "0.244000973905\n", "\n", " --- under the realm of G84 G126 ---\n", "0.247088097554\n", "\n", " --- under the realm of G84 G127 ---\n", "0.22603707035\n", "\n", " --- under the realm of G84 G128 ---\n", "0.222104235727\n", "\n", " --- under the realm of G84 G129 ---\n", "0.221411365752\n", "\n", " --- under the realm of G84 G130 ---\n", "0.217613360641\n", "\n", " --- under the realm of G84 G131 ---\n", "0.216967452967\n", "\n", " --- under the realm of G84 G132 ---\n", "0.21928138559\n", "\n", " --- under the realm of G84 G133 ---\n", "0.240666078131\n", "\n", " --- under the realm of G84 G134 ---\n", "0.240820282108\n", "\n", " --- under the realm of G84 G135 ---\n", "0.24074318012\n", "\n", " --- under the realm of G84 G136 ---\n", "0.242496750445\n", "\n", " --- under the realm of G84 G137 ---\n", "0.242072787692\n", "\n", " --- under the realm of G84 G138 ---\n", "0.241369432912\n", "\n", " --- under the realm of G84 G139 ---\n", "0.2414465349\n", "\n", " --- under the realm of G84 G140 ---\n", "0.237792327147\n", "\n", " --- under the realm of G84 G141 ---\n", "0.216599470318\n", "\n", " --- under the realm of G84 G142 ---\n", "0.216738253897\n", "\n", " --- under the realm of G84 G143 ---\n", "0.218247075401\n", "\n", " --- under the realm of G84 G144 ---\n", "0.212408478551\n", "\n", " --- under the realm of G84 G145 ---\n", "0.248469735834\n", "\n", " --- under the realm of G84 G146 ---\n", "0.249363114564\n", "\n", " --- under the realm of G84 G147 ---\n", "0.249682492701\n", "\n", " --- under the realm of G84 G148 ---\n", "0.250317085464\n", "\n", " --- under the realm of G84 G149 ---\n", "0.249675758356\n", "\n", " --- under the realm of G84 G150 ---\n", "0.24806551166\n", "\n", " --- under the realm of G84 G151 ---\n", "0.249747557495\n", "\n", " --- under the realm of G84 G152 ---\n", "0.248065450824\n", "\n", " --- under the realm of G84 G153 ---\n", "0.247545471876\n", "\n", " --- under the realm of G84 G154 ---\n", "0.247648468275\n", "\n", " --- under the realm of G84 G155 ---\n", "0.248331434749\n", "\n", " --- under the realm of G84 G156 ---\n", "0.247554496334\n", "\n", " --- under the realm of G84 G157 ---\n", "0.250151834724\n", "\n", " --- under the realm of G84 G158 ---\n", "0.231018600678\n", "\n", " --- under the realm of G84 G159 ---\n", "0.223378749389\n", "\n", " --- under the realm of G84 G160 ---\n", "0.226538855221\n", "\n", " --- under the realm of G84 G161 ---\n", "0.227010998075\n", "\n", " --- under the realm of G84 G162 ---\n", "0.227640866397\n", "\n", " --- under the realm of G84 G163 ---\n", "0.225272202557\n", "\n", " --- under the realm of G84 G164 ---\n", "0.225902075525\n", "\n", " --- under the realm of G84 G165 ---\n", "0.244204542712\n", "\n", " --- under the realm of G84 G166 ---\n", "0.241957690487\n", "\n", " --- under the realm of G84 G167 ---\n", "0.216794973016\n", "\n", " --- under the realm of G84 G168 ---\n", "0.218128809498\n", "\n", " --- under the realm of G84 G169 ---\n", "0.252097918114\n", "\n", " --- under the realm of G84 G170 ---\n", "0.252817350545\n", "\n", " --- under the realm of G84 G171 ---\n", "0.253619688918\n", "\n", " --- under the realm of G84 G172 ---\n", "0.253326614856\n", "\n", " --- under the realm of G84 G173 ---\n", "0.246547570423\n", "\n", " --- under the realm of G84 G174 ---\n", "0.252397725805\n", "\n", " --- under the realm of G84 G175 ---\n", "0.252385481541\n", "\n", " --- under the realm of G84 G176 ---\n", "0.25266956521\n", "\n", " --- under the realm of G84 G177 ---\n", "0.25235463666\n", "\n", " --- under the realm of G84 G178 ---\n", "0.252391603673\n", "\n", " --- under the realm of G84 G179 ---\n", "0.250918222221\n", "\n", " --- under the realm of G84 G180 ---\n", "0.249487356611\n", "\n", " --- under the realm of G84 G181 ---\n", "0.247724361507\n", "\n", " --- under the realm of G84 G182 ---\n", "0.247738747221\n", "\n", " --- under the realm of G84 G183 ---\n", "0.247784997639\n", "\n", " --- under the realm of G84 G184 ---\n", "0.245365710161\n", "--- marginalized kernel matrix of size 185 built in 376.2770917415619 seconds ---\n", "\n", " --- under the realm of G85 G85 ---\n", "0.243199937985\n", "\n", " --- under the realm of G85 G86 ---\n", "0.242686344561\n", "\n", " --- under the realm of G85 G87 ---\n", "0.24233531266\n", "\n", " --- under the realm of G85 G88 ---\n", "0.243605579235\n", "\n", " --- under the realm of G85 G89 ---\n", "0.242436539013\n", "\n", " --- under the realm of G85 G90 ---\n", "0.244182035357\n", "\n", " --- under the realm of G85 G91 ---\n", "0.243081812491\n", "\n", " --- under the realm of G85 G92 ---\n", "0.243449354392\n", "\n", " --- under the realm of G85 G93 ---\n", "0.24312226958\n", "\n", " --- under the realm of G85 G94 ---\n", "0.243248146007\n", "\n", " --- under the realm of G85 G95 ---\n", "0.214191745861\n", "\n", " --- under the realm of G85 G96 ---\n", "0.215310028266\n", "\n", " --- under the realm of G85 G97 ---\n", "0.215016818426\n", "\n", " --- under the realm of G85 G98 ---\n", "0.215084367268\n", "\n", " --- under the realm of G85 G99 ---\n", "0.212910788893\n", "\n", " --- under the realm of G85 G100 ---\n", "0.208376884318\n", "\n", " --- under the realm of G85 G101 ---\n", "0.210640179584\n", "\n", " --- under the realm of G85 G102 ---\n", "0.20905310876\n", "\n", " --- under the realm of G85 G103 ---\n", "0.209241150638\n", "\n", " --- under the realm of G85 G104 ---\n", "0.233098753854\n", "\n", " --- under the realm of G85 G105 ---\n", "0.236357461483\n", "\n", " --- under the realm of G85 G106 ---\n", "0.236439593609\n", "\n", " --- under the realm of G85 G107 ---\n", "0.237067852855\n", "\n", " --- under the realm of G85 G108 ---\n", "0.236098498949\n", "\n", " --- under the realm of G85 G109 ---\n", "0.237447653741\n", "\n", " --- under the realm of G85 G110 ---\n", "0.237812008012\n", "\n", " --- under the realm of G85 G111 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.236003083689\n", "\n", " --- under the realm of G85 G112 ---\n", "0.236985720729\n", "\n", " --- under the realm of G85 G113 ---\n", "0.201655263331\n", "\n", " --- under the realm of G85 G114 ---\n", "0.246828559957\n", "\n", " --- under the realm of G85 G115 ---\n", "0.246805629051\n", "\n", " --- under the realm of G85 G116 ---\n", "0.2468846268\n", "\n", " --- under the realm of G85 G117 ---\n", "0.247480469413\n", "\n", " --- under the realm of G85 G118 ---\n", "0.247701719607\n", "\n", " --- under the realm of G85 G119 ---\n", "0.247536518923\n", "\n", " --- under the realm of G85 G120 ---\n", "0.244949116992\n", "\n", " --- under the realm of G85 G121 ---\n", "0.246940692965\n", "\n", " --- under the realm of G85 G122 ---\n", "0.247757761034\n", "\n", " --- under the realm of G85 G123 ---\n", "0.248574554857\n", "\n", " --- under the realm of G85 G124 ---\n", "0.248308174912\n", "\n", " --- under the realm of G85 G125 ---\n", "0.244267705372\n", "\n", " --- under the realm of G85 G126 ---\n", "0.247616971913\n", "\n", " --- under the realm of G85 G127 ---\n", "0.226748661049\n", "\n", " --- under the realm of G85 G128 ---\n", "0.222694575556\n", "\n", " --- under the realm of G85 G129 ---\n", "0.221771998674\n", "\n", " --- under the realm of G85 G130 ---\n", "0.217565634736\n", "\n", " --- under the realm of G85 G131 ---\n", "0.217095851789\n", "\n", " --- under the realm of G85 G132 ---\n", "0.219628143117\n", "\n", " --- under the realm of G85 G133 ---\n", "0.241262416807\n", "\n", " --- under the realm of G85 G134 ---\n", "0.241408429476\n", "\n", " --- under the realm of G85 G135 ---\n", "0.241335423142\n", "\n", " --- under the realm of G85 G136 ---\n", "0.243200536378\n", "\n", " --- under the realm of G85 G137 ---\n", "0.242731371978\n", "\n", " --- under the realm of G85 G138 ---\n", "0.241996894393\n", "\n", " --- under the realm of G85 G139 ---\n", "0.242069900727\n", "\n", " --- under the realm of G85 G140 ---\n", "0.238327685097\n", "\n", " --- under the realm of G85 G141 ---\n", "0.217136175127\n", "\n", " --- under the realm of G85 G142 ---\n", "0.217267586529\n", "\n", " --- under the realm of G85 G143 ---\n", "0.21888048274\n", "\n", " --- under the realm of G85 G144 ---\n", "0.213014852758\n", "\n", " --- under the realm of G85 G145 ---\n", "0.248891520438\n", "\n", " --- under the realm of G85 G146 ---\n", "0.249892912327\n", "\n", " --- under the realm of G85 G147 ---\n", "0.25017215469\n", "\n", " --- under the realm of G85 G148 ---\n", "0.250957996924\n", "\n", " --- under the realm of G85 G149 ---\n", "0.250164647661\n", "\n", " --- under the realm of G85 G150 ---\n", "0.248464046525\n", "\n", " --- under the realm of G85 G151 ---\n", "0.250222614824\n", "\n", " --- under the realm of G85 G152 ---\n", "0.248463982246\n", "\n", " --- under the realm of G85 G153 ---\n", "0.247856805764\n", "\n", " --- under the realm of G85 G154 ---\n", "0.247946414592\n", "\n", " --- under the realm of G85 G155 ---\n", "0.248773847425\n", "\n", " --- under the realm of G85 G156 ---\n", "0.247866210394\n", "\n", " --- under the realm of G85 G157 ---\n", "0.250812412596\n", "\n", " --- under the realm of G85 G158 ---\n", "0.231712254336\n", "\n", " --- under the realm of G85 G159 ---\n", "0.223375024991\n", "\n", " --- under the realm of G85 G160 ---\n", "0.226957262699\n", "\n", " --- under the realm of G85 G161 ---\n", "0.22735422237\n", "\n", " --- under the realm of G85 G162 ---\n", "0.228192867203\n", "\n", " --- under the realm of G85 G163 ---\n", "0.22557577162\n", "\n", " --- under the realm of G85 G164 ---\n", "0.226414566696\n", "\n", " --- under the realm of G85 G165 ---\n", "0.244826790399\n", "\n", " --- under the realm of G85 G166 ---\n", "0.242510787948\n", "\n", " --- under the realm of G85 G167 ---\n", "0.217282886479\n", "\n", " --- under the realm of G85 G168 ---\n", "0.218709450281\n", "\n", " --- under the realm of G85 G169 ---\n", "0.252644348413\n", "\n", " --- under the realm of G85 G170 ---\n", "0.253482708481\n", "\n", " --- under the realm of G85 G171 ---\n", "0.25423525975\n", "\n", " --- under the realm of G85 G172 ---\n", "0.253993387442\n", "\n", " --- under the realm of G85 G173 ---\n", "0.247188035934\n", "\n", " --- under the realm of G85 G174 ---\n", "0.252907823107\n", "\n", " --- under the realm of G85 G175 ---\n", "0.252894173965\n", "\n", " --- under the realm of G85 G176 ---\n", "0.253282784299\n", "\n", " --- under the realm of G85 G177 ---\n", "0.252863389437\n", "\n", " --- under the realm of G85 G178 ---\n", "0.252900998536\n", "\n", " --- under the realm of G85 G179 ---\n", "0.251345319563\n", "\n", " --- under the realm of G85 G180 ---\n", "0.250180219345\n", "\n", " --- under the realm of G85 G181 ---\n", "0.248341279954\n", "\n", " --- under the realm of G85 G182 ---\n", "0.248355623889\n", "\n", " --- under the realm of G85 G183 ---\n", "0.248398758671\n", "\n", " --- under the realm of G85 G184 ---\n", "0.245933322175\n", "--- marginalized kernel matrix of size 185 built in 380.5485157966614 seconds ---\n", "\n", " --- under the realm of G86 G86 ---\n", "0.24235989637\n", "\n", " --- under the realm of G86 G87 ---\n", "0.241917669319\n", "\n", " --- under the realm of G86 G88 ---\n", "0.243046073543\n", "\n", " --- under the realm of G86 G89 ---\n", "0.242056324919\n", "\n", " --- under the realm of G86 G90 ---\n", "0.243460840473\n", "\n", " --- under the realm of G86 G91 ---\n", "0.242549130019\n", "\n", " --- under the realm of G86 G92 ---\n", "0.242859070426\n", "\n", " --- under the realm of G86 G93 ---\n", "0.242607034445\n", "\n", " --- under the realm of G86 G94 ---\n", "0.242761564492\n", "\n", " --- under the realm of G86 G95 ---\n", "0.214163612038\n", "\n", " --- under the realm of G86 G96 ---\n", "0.214790006325\n", "\n", " --- under the realm of G86 G97 ---\n", "0.214682086049\n", "\n", " --- under the realm of G86 G98 ---\n", "0.214768700928\n", "\n", " --- under the realm of G86 G99 ---\n", "0.212633622755\n", "\n", " --- under the realm of G86 G100 ---\n", "0.208599607623\n", "\n", " --- under the realm of G86 G101 ---\n", "0.21061224963\n", "\n", " --- under the realm of G86 G102 ---\n", "0.209172022648\n", "\n", " --- under the realm of G86 G103 ---\n", "0.209399004921\n", "\n", " --- under the realm of G86 G104 ---\n", "0.232666336879\n", "\n", " --- under the realm of G86 G105 ---\n", "0.235861165921\n", "\n", " --- under the realm of G86 G106 ---\n", "0.235950111032\n", "\n", " --- under the realm of G86 G107 ---\n", "0.236528538721\n", "\n", " --- under the realm of G86 G108 ---\n", "0.235587751193\n", "\n", " --- under the realm of G86 G109 ---\n", "0.236886849511\n", "\n", " --- under the realm of G86 G110 ---\n", "0.237230115958\n", "\n", " --- under the realm of G86 G111 ---\n", "0.235485427901\n", "\n", " --- under the realm of G86 G112 ---\n", "0.236439593609\n", "\n", " --- under the realm of G86 G113 ---\n", "0.201196672608\n", "\n", " --- under the realm of G86 G114 ---\n", "0.24644732078\n", "\n", " --- under the realm of G86 G115 ---\n", "0.246426277476\n", "\n", " --- under the realm of G86 G116 ---\n", "0.24652582967\n", "\n", " --- under the realm of G86 G117 ---\n", "0.246997968065\n", "\n", " --- under the realm of G86 G118 ---\n", "0.247135764624\n", "\n", " --- under the realm of G86 G119 ---\n", "0.24707647285\n", "\n", " --- under the realm of G86 G120 ---\n", "0.244659631151\n", "\n", " --- under the realm of G86 G121 ---\n", "0.246604338524\n", "\n", " --- under the realm of G86 G122 ---\n", "0.24721426748\n", "\n", " --- under the realm of G86 G123 ---\n", "0.247824190962\n", "\n", " --- under the realm of G86 G124 ---\n", "0.24763173699\n", "\n", " --- under the realm of G86 G125 ---\n", "0.244083101484\n", "\n", " --- under the realm of G86 G126 ---\n", "0.247176391878\n", "\n", " --- under the realm of G86 G127 ---\n", "0.226085506291\n", "\n", " --- under the realm of G86 G128 ---\n", "0.222127049876\n", "\n", " --- under the realm of G86 G129 ---\n", "0.221463382477\n", "\n", " --- under the realm of G86 G130 ---\n", "0.217670774193\n", "\n", " --- under the realm of G86 G131 ---\n", "0.217000783073\n", "\n", " --- under the realm of G86 G132 ---\n", "0.219318248604\n", "\n", " --- under the realm of G86 G133 ---\n", "0.240755988975\n", "\n", " --- under the realm of G86 G134 ---\n", "0.240914113618\n", "\n", " --- under the realm of G86 G135 ---\n", "0.240835051297\n", "\n", " --- under the realm of G86 G136 ---\n", "0.242579426469\n", "\n", " --- under the realm of G86 G137 ---\n", "0.24216136204\n", "\n", " --- under the realm of G86 G138 ---\n", "0.241458675508\n", "\n", " --- under the realm of G86 G139 ---\n", "0.241537737829\n", "\n", " --- under the realm of G86 G140 ---\n", "0.237877551581\n", "\n", " --- under the realm of G86 G141 ---\n", "0.216680390078\n", "\n", " --- under the realm of G86 G142 ---\n", "0.216822702256\n", "\n", " --- under the realm of G86 G143 ---\n", "0.218321483822\n", "\n", " --- under the realm of G86 G144 ---\n", "0.212468024853\n", "\n", " --- under the realm of G86 G145 ---\n", "0.248550856293\n", "\n", " --- under the realm of G86 G146 ---\n", "0.249442009271\n", "\n", " --- under the realm of G86 G147 ---\n", "0.249768979483\n", "\n", " --- under the realm of G86 G148 ---\n", "0.250388578796\n", "\n", " --- under the realm of G86 G149 ---\n", "0.249763085882\n", "\n", " --- under the realm of G86 G150 ---\n", "0.248145035661\n", "\n", " --- under the realm of G86 G151 ---\n", "0.249839637433\n", "\n", " --- under the realm of G86 G152 ---\n", "0.248144984345\n", "\n", " --- under the realm of G86 G153 ---\n", "0.247631470572\n", "\n", " --- under the realm of G86 G154 ---\n", "0.247737232868\n", "\n", " --- under the realm of G86 G155 ---\n", "0.248407235003\n", "\n", " --- under the realm of G86 G156 ---\n", "0.247639760676\n", "\n", " --- under the realm of G86 G157 ---\n", "0.250220074201\n", "\n", " --- under the realm of G86 G158 ---\n", "0.231078526495\n", "\n", " --- under the realm of G86 G159 ---\n", "0.223449888414\n", "\n", " --- under the realm of G86 G160 ---\n", "0.226589168838\n", "\n", " --- under the realm of G86 G161 ---\n", "0.227082578626\n", "\n", " --- under the realm of G86 G162 ---\n", "0.227685895558\n", "\n", " --- under the realm of G86 G163 ---\n", "0.22533572027\n", "\n", " --- under the realm of G86 G164 ---\n", "0.225939043302\n", "\n", " --- under the realm of G86 G165 ---\n", "0.244294475567\n", "\n", " --- under the realm of G86 G166 ---\n", "0.242046476658\n", "\n", " --- under the realm of G86 G167 ---\n", "0.216868536434\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- under the realm of G86 G168 ---\n", "0.218198968882\n", "\n", " --- under the realm of G86 G169 ---\n", "0.252180625917\n", "\n", " --- under the realm of G86 G170 ---\n", "0.252890208958\n", "\n", " --- under the realm of G86 G171 ---\n", "0.253714142349\n", "\n", " --- under the realm of G86 G172 ---\n", "0.253405159479\n", "\n", " --- under the realm of G86 G173 ---\n", "0.246631938638\n", "\n", " --- under the realm of G86 G174 ---\n", "0.252486700238\n", "\n", " --- under the realm of G86 G175 ---\n", "0.252475984601\n", "\n", " --- under the realm of G86 G176 ---\n", "0.252748491262\n", "\n", " --- under the realm of G86 G177 ---\n", "0.252446839711\n", "\n", " --- under the realm of G86 G178 ---\n", "0.25248134242\n", "\n", " --- under the realm of G86 G179 ---\n", "0.251001510941\n", "\n", " --- under the realm of G86 G180 ---\n", "0.249580504255\n", "\n", " --- under the realm of G86 G181 ---\n", "0.24781990456\n", "\n", " --- under the realm of G86 G182 ---\n", "0.247833933048\n", "\n", " --- under the realm of G86 G183 ---\n", "0.247882141678\n", "\n", " --- under the realm of G86 G184 ---\n", "0.245457410734\n", "--- marginalized kernel matrix of size 185 built in 384.83973240852356 seconds ---\n", "\n", " --- under the realm of G87 G87 ---\n", "0.241548846339\n", "\n", " --- under the realm of G87 G88 ---\n", "0.242701567511\n", "\n", " --- under the realm of G87 G89 ---\n", "0.241656647713\n", "\n", " --- under the realm of G87 G90 ---\n", "0.243186611504\n", "\n", " --- under the realm of G87 G91 ---\n", "0.242212902255\n", "\n", " --- under the realm of G87 G92 ---\n", "0.242538918635\n", "\n", " --- under the realm of G87 G93 ---\n", "0.242256397776\n", "\n", " --- under the realm of G87 G94 ---\n", "0.242388064136\n", "\n", " --- under the realm of G87 G95 ---\n", "0.21386015691\n", "\n", " --- under the realm of G87 G96 ---\n", "0.214705120612\n", "\n", " --- under the realm of G87 G97 ---\n", "0.214507620906\n", "\n", " --- under the realm of G87 G98 ---\n", "0.214578186634\n", "\n", " --- under the realm of G87 G99 ---\n", "0.212495087306\n", "\n", " --- under the realm of G87 G100 ---\n", "0.20837618231\n", "\n", " --- under the realm of G87 G101 ---\n", "0.210431389321\n", "\n", " --- under the realm of G87 G102 ---\n", "0.208978747813\n", "\n", " --- under the realm of G87 G103 ---\n", "0.209175794449\n", "\n", " --- under the realm of G87 G104 ---\n", "0.232228432706\n", "\n", " --- under the realm of G87 G105 ---\n", "0.235403449065\n", "\n", " --- under the realm of G87 G106 ---\n", "0.235485427901\n", "\n", " --- under the realm of G87 G107 ---\n", "0.236085062525\n", "\n", " --- under the realm of G87 G108 ---\n", "0.235143967323\n", "\n", " --- under the realm of G87 G109 ---\n", "0.236450572053\n", "\n", " --- under the realm of G87 G110 ---\n", "0.236800846215\n", "\n", " --- under the realm of G87 G111 ---\n", "0.235048598343\n", "\n", " --- under the realm of G87 G112 ---\n", "0.236003083689\n", "\n", " --- under the realm of G87 G113 ---\n", "0.200939672558\n", "\n", " --- under the realm of G87 G114 ---\n", "0.246001786808\n", "\n", " --- under the realm of G87 G115 ---\n", "0.24597862536\n", "\n", " --- under the realm of G87 G116 ---\n", "0.24606169947\n", "\n", " --- under the realm of G87 G117 ---\n", "0.246580338518\n", "\n", " --- under the realm of G87 G118 ---\n", "0.246758497743\n", "\n", " --- under the realm of G87 G119 ---\n", "0.246640249509\n", "\n", " --- under the realm of G87 G120 ---\n", "0.24424466588\n", "\n", " --- under the realm of G87 G121 ---\n", "0.246121611856\n", "\n", " --- under the realm of G87 G122 ---\n", "0.246818408132\n", "\n", " --- under the realm of G87 G123 ---\n", "0.247515202651\n", "\n", " --- under the realm of G87 G124 ---\n", "0.247289830633\n", "\n", " --- under the realm of G87 G125 ---\n", "0.243637167294\n", "\n", " --- under the realm of G87 G126 ---\n", "0.24672458977\n", "\n", " --- under the realm of G87 G127 ---\n", "0.225793729411\n", "\n", " --- under the realm of G87 G128 ---\n", "0.221974625226\n", "\n", " --- under the realm of G87 G129 ---\n", "0.22119854199\n", "\n", " --- under the realm of G87 G130 ---\n", "0.217359626069\n", "\n", " --- under the realm of G87 G131 ---\n", "0.216803281537\n", "\n", " --- under the realm of G87 G132 ---\n", "0.21912676893\n", "\n", " --- under the realm of G87 G133 ---\n", "0.240274798023\n", "\n", " --- under the realm of G87 G134 ---\n", "0.240420538177\n", "\n", " --- under the realm of G87 G135 ---\n", "0.2403476681\n", "\n", " --- under the realm of G87 G136 ---\n", "0.242136350002\n", "\n", " --- under the realm of G87 G137 ---\n", "0.241693042514\n", "\n", " --- under the realm of G87 G138 ---\n", "0.240983920269\n", "\n", " --- under the realm of G87 G139 ---\n", "0.241056790346\n", "\n", " --- under the realm of G87 G140 ---\n", "0.23741403573\n", "\n", " --- under the realm of G87 G141 ---\n", "0.216247318221\n", "\n", " --- under the realm of G87 G142 ---\n", "0.216378484359\n", "\n", " --- under the realm of G87 G143 ---\n", "0.217922715002\n", "\n", " --- under the realm of G87 G144 ---\n", "0.212158832443\n", "\n", " --- under the realm of G87 G145 ---\n", "0.248103580911\n", "\n", " --- under the realm of G87 G146 ---\n", "0.249011964837\n", "\n", " --- under the realm of G87 G147 ---\n", "0.249302156931\n", "\n", " --- under the realm of G87 G148 ---\n", "0.249983196722\n", "\n", " --- under the realm of G87 G149 ---\n", "0.249294892501\n", "\n", " --- under the realm of G87 G150 ---\n", "0.24770403916\n", "\n", " --- under the realm of G87 G151 ---\n", "0.249356078314\n", "\n", " --- under the realm of G87 G152 ---\n", "0.24770397074\n", "\n", " --- under the realm of G87 G153 ---\n", "0.247163288605\n", "\n", " --- under the realm of G87 G154 ---\n", "0.247256450049\n", "\n", " --- under the realm of G87 G155 ---\n", "0.247980514848\n", "\n", " --- under the realm of G87 G156 ---\n", "0.247172678923\n", "\n", " --- under the realm of G87 G157 ---\n", "0.249832270219\n", "\n", " --- under the realm of G87 G158 ---\n", "0.230734311938\n", "\n", " --- under the realm of G87 G159 ---\n", "0.223079141473\n", "\n", " --- under the realm of G87 G160 ---\n", "0.226314777116\n", "\n", " --- under the realm of G87 G161 ---\n", "0.226730663589\n", "\n", " --- under the realm of G87 G162 ---\n", "0.227436188574\n", "\n", " --- under the realm of G87 G163 ---\n", "0.22502632095\n", "\n", " --- under the realm of G87 G164 ---\n", "0.225731847486\n", "\n", " --- under the realm of G87 G165 ---\n", "0.243811235308\n", "\n", " --- under the realm of G87 G166 ---\n", "0.241562470501\n", "\n", " --- under the realm of G87 G167 ---\n", "0.216474834746\n", "\n", " --- under the realm of G87 G168 ---\n", "0.217836827939\n", "\n", " --- under the realm of G87 G169 ---\n", "0.251728911706\n", "\n", " --- under the realm of G87 G170 ---\n", "0.252477129872\n", "\n", " --- under the realm of G87 G171 ---\n", "0.25322312128\n", "\n", " --- under the realm of G87 G172 ---\n", "0.252968347846\n", "\n", " --- under the realm of G87 G173 ---\n", "0.246163988777\n", "\n", " --- under the realm of G87 G174 ---\n", "0.252002459759\n", "\n", " --- under the realm of G87 G175 ---\n", "0.251989251704\n", "\n", " --- under the realm of G87 G176 ---\n", "0.252310624296\n", "\n", " --- under the realm of G87 G177 ---\n", "0.251957864196\n", "\n", " --- under the realm of G87 G178 ---\n", "0.251995855732\n", "\n", " --- under the realm of G87 G179 ---\n", "0.250539824339\n", "\n", " --- under the realm of G87 G180 ---\n", "0.249081080524\n", "\n", " --- under the realm of G87 G181 ---\n", "0.247304446507\n", "\n", " --- under the realm of G87 G182 ---\n", "0.247318682771\n", "\n", " --- under the realm of G87 G183 ---\n", "0.247361692711\n", "\n", " --- under the realm of G87 G184 ---\n", "0.244956639185\n", "--- marginalized kernel matrix of size 185 built in 389.0551223754883 seconds ---\n", "\n", " --- under the realm of G88 G88 ---\n", "0.244032193971\n", "\n", " --- under the realm of G88 G89 ---\n", "0.24280175789\n", "\n", " --- under the realm of G88 G90 ---\n", "0.244654082905\n", "\n", " --- under the realm of G88 G91 ---\n", "0.243490411659\n", "\n", " --- under the realm of G88 G92 ---\n", "0.24387948489\n", "\n", " --- under the realm of G88 G93 ---\n", "0.243530586326\n", "\n", " --- under the realm of G88 G94 ---\n", "0.243653855185\n", "\n", " --- under the realm of G88 G95 ---\n", "0.214342075862\n", "\n", " --- under the realm of G88 G96 ---\n", "0.215602150538\n", "\n", " --- under the realm of G88 G97 ---\n", "0.215259871917\n", "\n", " --- under the realm of G88 G98 ---\n", "0.215326668463\n", "\n", " --- under the realm of G88 G99 ---\n", "0.213111111111\n", "\n", " --- under the realm of G88 G100 ---\n", "0.208364824955\n", "\n", " --- under the realm of G88 G101 ---\n", "0.210734670335\n", "\n", " --- under the realm of G88 G102 ---\n", "0.209078182813\n", "\n", " --- under the realm of G88 G103 ---\n", "0.209261514996\n", "\n", " --- under the realm of G88 G104 ---\n", "0.233502328506\n", "\n", " --- under the realm of G88 G105 ---\n", "0.236804179361\n", "\n", " --- under the realm of G88 G106 ---\n", "0.236886849511\n", "\n", " --- under the realm of G88 G107 ---\n", "0.237530323892\n", "\n", " --- under the realm of G88 G108 ---\n", "0.236546234755\n", "\n", " --- under the realm of G88 G109 ---\n", "0.237917510121\n", "\n", " --- under the realm of G88 G110 ---\n", "0.23828942899\n", "\n", " --- under the realm of G88 G111 ---\n", "0.236450572053\n", "\n", " --- under the realm of G88 G112 ---\n", "0.237447653741\n", "\n", " --- under the realm of G88 G113 ---\n", "0.202\n", "\n", " --- under the realm of G88 G114 ---\n", "0.247211440231\n", "\n", " --- under the realm of G88 G115 ---\n", "0.247189588703\n", "\n", " --- under the realm of G88 G116 ---\n", "0.247267075231\n", "\n", " --- under the realm of G88 G117 ---\n", "0.247901507167\n", "\n", " --- under the realm of G88 G118 ---\n", "0.248143618268\n", "\n", " --- under the realm of G88 G119 ---\n", "0.247957115966\n", "\n", " --- under the realm of G88 G120 ---\n", "0.245269603062\n", "\n", " --- under the realm of G88 G121 ---\n", "0.247322709287\n", "\n", " --- under the realm of G88 G122 ---\n", "0.248199214786\n", "\n", " --- under the realm of G88 G123 ---\n", "0.249075458823\n", "\n", " --- under the realm of G88 G124 ---\n", "0.248789230668\n", "\n", " --- under the realm of G88 G125 ---\n", "0.244551209937\n", "\n", " --- under the realm of G88 G126 ---\n", "0.248035966672\n", "\n", " --- under the realm of G88 G127 ---\n", "0.227200085656\n", "\n", " --- under the realm of G88 G128 ---\n", "0.223038517186\n", "\n", " --- under the realm of G88 G129 ---\n", "0.222043337528\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- under the realm of G88 G130 ---\n", "0.217647505353\n", "\n", " --- under the realm of G88 G131 ---\n", "0.217225615888\n", "\n", " --- under the realm of G88 G132 ---\n", "0.219867104735\n", "\n", " --- under the realm of G88 G133 ---\n", "0.241722949543\n", "\n", " --- under the realm of G88 G134 ---\n", "0.241869918699\n", "\n", " --- under the realm of G88 G135 ---\n", "0.241796434121\n", "\n", " --- under the realm of G88 G136 ---\n", "0.243702204229\n", "\n", " --- under the realm of G88 G137 ---\n", "0.243219438873\n", "\n", " --- under the realm of G88 G138 ---\n", "0.242471194208\n", "\n", " --- under the realm of G88 G139 ---\n", "0.242544678786\n", "\n", " --- under the realm of G88 G140 ---\n", "0.238750751563\n", "\n", " --- under the realm of G88 G141 ---\n", "0.217550654589\n", "\n", " --- under the realm of G88 G142 ---\n", "0.217682926829\n", "\n", " --- under the realm of G88 G143 ---\n", "0.219331983806\n", "\n", " --- under the realm of G88 G144 ---\n", "0.213423792456\n", "\n", " --- under the realm of G88 G145 ---\n", "0.249252119612\n", "\n", " --- under the realm of G88 G146 ---\n", "0.250301986756\n", "\n", " --- under the realm of G88 G147 ---\n", "0.250574138819\n", "\n", " --- under the realm of G88 G148 ---\n", "0.251413096435\n", "\n", " --- under the realm of G88 G149 ---\n", "0.250566938727\n", "\n", " --- under the realm of G88 G150 ---\n", "0.248810648555\n", "\n", " --- under the realm of G88 G151 ---\n", "0.25062421028\n", "\n", " --- under the realm of G88 G152 ---\n", "0.248810590132\n", "\n", " --- under the realm of G88 G153 ---\n", "0.248169863727\n", "\n", " --- under the realm of G88 G154 ---\n", "0.248257313179\n", "\n", " --- under the realm of G88 G155 ---\n", "0.249136996098\n", "\n", " --- under the realm of G88 G156 ---\n", "0.24817884284\n", "\n", " --- under the realm of G88 G157 ---\n", "0.251271293927\n", "\n", " --- under the realm of G88 G158 ---\n", "0.232173155514\n", "\n", " --- under the realm of G88 G159 ---\n", "0.223500273557\n", "\n", " --- under the realm of G88 G160 ---\n", "0.227258785531\n", "\n", " --- under the realm of G88 G161 ---\n", "0.227648084375\n", "\n", " --- under the realm of G88 G162 ---\n", "0.228552698337\n", "\n", " --- under the realm of G88 G163 ---\n", "0.225835237498\n", "\n", " --- under the realm of G88 G164 ---\n", "0.226740104603\n", "\n", " --- under the realm of G88 G165 ---\n", "0.245300676406\n", "\n", " --- under the realm of G88 G166 ---\n", "0.242949451738\n", "\n", " --- under the realm of G88 G167 ---\n", "0.21765968599\n", "\n", " --- under the realm of G88 G168 ---\n", "0.219123665808\n", "\n", " --- under the realm of G88 G169 ---\n", "0.253068874125\n", "\n", " --- under the realm of G88 G170 ---\n", "0.253952391794\n", "\n", " --- under the realm of G88 G171 ---\n", "0.254710142749\n", "\n", " --- under the realm of G88 G172 ---\n", "0.254472510543\n", "\n", " --- under the realm of G88 G173 ---\n", "0.247664314563\n", "\n", " --- under the realm of G88 G174 ---\n", "0.253325437663\n", "\n", " --- under the realm of G88 G175 ---\n", "0.253312346587\n", "\n", " --- under the realm of G88 G176 ---\n", "0.253735488907\n", "\n", " --- under the realm of G88 G177 ---\n", "0.253283056945\n", "\n", " --- under the realm of G88 G178 ---\n", "0.253318892125\n", "\n", " --- under the realm of G88 G179 ---\n", "0.251713057744\n", "\n", " --- under the realm of G88 G180 ---\n", "0.250695180279\n", "\n", " --- under the realm of G88 G181 ---\n", "0.248823071011\n", "\n", " --- under the realm of G88 G182 ---\n", "0.248837195713\n", "\n", " --- under the realm of G88 G183 ---\n", "0.248881035714\n", "\n", " --- under the realm of G88 G184 ---\n", "0.246384747952\n", "--- marginalized kernel matrix of size 185 built in 393.28267526626587 seconds ---\n", "\n", " --- under the realm of G89 G89 ---\n", "0.241779074222\n", "\n", " --- under the realm of G89 G90 ---\n", "0.243259468069\n", "\n", " --- under the realm of G89 G91 ---\n", "0.242309661515\n", "\n", " --- under the realm of G89 G92 ---\n", "0.242630395035\n", "\n", " --- under the realm of G89 G93 ---\n", "0.242360267624\n", "\n", " --- under the realm of G89 G94 ---\n", "0.242500877827\n", "\n", " --- under the realm of G89 G95 ---\n", "0.213955946139\n", "\n", " --- under the realm of G89 G96 ---\n", "0.214724489355\n", "\n", " --- under the realm of G89 G97 ---\n", "0.214559697347\n", "\n", " --- under the realm of G89 G98 ---\n", "0.214637077606\n", "\n", " --- under the realm of G89 G99 ---\n", "0.212538325344\n", "\n", " --- under the realm of G89 G100 ---\n", "0.208444689154\n", "\n", " --- under the realm of G89 G101 ---\n", "0.21048715645\n", "\n", " --- under the realm of G89 G102 ---\n", "0.209036348584\n", "\n", " --- under the realm of G89 G103 ---\n", "0.209244666028\n", "\n", " --- under the realm of G89 G104 ---\n", "0.232357427769\n", "\n", " --- under the realm of G89 G105 ---\n", "0.235541095878\n", "\n", " --- under the realm of G89 G106 ---\n", "0.235626275563\n", "\n", " --- under the realm of G89 G107 ---\n", "0.236218772304\n", "\n", " --- under the realm of G89 G108 ---\n", "0.23527723729\n", "\n", " --- under the realm of G89 G109 ---\n", "0.236581720978\n", "\n", " --- under the realm of G89 G110 ---\n", "0.236929930924\n", "\n", " --- under the realm of G89 G111 ---\n", "0.235178960326\n", "\n", " --- under the realm of G89 G112 ---\n", "0.236133592619\n", "\n", " --- under the realm of G89 G113 ---\n", "0.201021015278\n", "\n", " --- under the realm of G89 G114 ---\n", "0.246134546949\n", "\n", " --- under the realm of G89 G115 ---\n", "0.246113399329\n", "\n", " --- under the realm of G89 G116 ---\n", "0.246203434098\n", "\n", " --- under the realm of G89 G117 ---\n", "0.246704300602\n", "\n", " --- under the realm of G89 G118 ---\n", "0.246866040999\n", "\n", " --- under the realm of G89 G119 ---\n", "0.24677318523\n", "\n", " --- under the realm of G89 G120 ---\n", "0.244364248551\n", "\n", " --- under the realm of G89 G121 ---\n", "0.246272321027\n", "\n", " --- under the realm of G89 G122 ---\n", "0.246934924587\n", "\n", " --- under the realm of G89 G123 ---\n", "0.247597525145\n", "\n", " --- under the realm of G89 G124 ---\n", "0.247385791868\n", "\n", " --- under the realm of G89 G125 ---\n", "0.243768385132\n", "\n", " --- under the realm of G89 G126 ---\n", "0.246863816213\n", "\n", " --- under the realm of G89 G127 ---\n", "0.225872847116\n", "\n", " --- under the realm of G89 G128 ---\n", "0.222012822363\n", "\n", " --- under the realm of G89 G129 ---\n", "0.221280464116\n", "\n", " --- under the realm of G89 G130 ---\n", "0.217451309434\n", "\n", " --- under the realm of G89 G131 ---\n", "0.216857507123\n", "\n", " --- under the realm of G89 G132 ---\n", "0.219185001663\n", "\n", " --- under the realm of G89 G133 ---\n", "0.240417933745\n", "\n", " --- under the realm of G89 G134 ---\n", "0.240569364295\n", "\n", " --- under the realm of G89 G135 ---\n", "0.24049364902\n", "\n", " --- under the realm of G89 G136 ---\n", "0.242267933922\n", "\n", " --- under the realm of G89 G137 ---\n", "0.241833646286\n", "\n", " --- under the realm of G89 G138 ---\n", "0.241125790016\n", "\n", " --- under the realm of G89 G139 ---\n", "0.241201505291\n", "\n", " --- under the realm of G89 G140 ---\n", "0.237550244054\n", "\n", " --- under the realm of G89 G141 ---\n", "0.216376140371\n", "\n", " --- under the realm of G89 G142 ---\n", "0.216512427866\n", "\n", " --- under the realm of G89 G143 ---\n", "0.21804114053\n", "\n", " --- under the realm of G89 G144 ---\n", "0.212252908672\n", "\n", " --- under the realm of G89 G145 ---\n", "0.248233600317\n", "\n", " --- under the realm of G89 G146 ---\n", "0.249138102616\n", "\n", " --- under the realm of G89 G147 ---\n", "0.249440090234\n", "\n", " --- under the realm of G89 G148 ---\n", "0.250098434793\n", "\n", " --- under the realm of G89 G149 ---\n", "0.249433990807\n", "\n", " --- under the realm of G89 G150 ---\n", "0.247831683793\n", "\n", " --- under the realm of G89 G151 ---\n", "0.249502088639\n", "\n", " --- under the realm of G89 G152 ---\n", "0.247831629572\n", "\n", " --- under the realm of G89 G153 ---\n", "0.247300776075\n", "\n", " --- under the realm of G89 G154 ---\n", "0.247398186751\n", "\n", " --- under the realm of G89 G155 ---\n", "0.248102582768\n", "\n", " --- under the realm of G89 G156 ---\n", "0.247309166897\n", "\n", " --- under the realm of G89 G157 ---\n", "0.24994235006\n", "\n", " --- under the realm of G89 G158 ---\n", "0.2308311772\n", "\n", " --- under the realm of G89 G159 ---\n", "0.223191795107\n", "\n", " --- under the realm of G89 G160 ---\n", "0.226395191754\n", "\n", " --- under the realm of G89 G161 ---\n", "0.226842579891\n", "\n", " --- under the realm of G89 G162 ---\n", "0.227508350998\n", "\n", " --- under the realm of G89 G163 ---\n", "0.225125435224\n", "\n", " --- under the realm of G89 G164 ---\n", "0.225791209311\n", "\n", " --- under the realm of G89 G165 ---\n", "0.243954547436\n", "\n", " --- under the realm of G89 G166 ---\n", "0.241704449903\n", "\n", " --- under the realm of G89 G167 ---\n", "0.216591945791\n", "\n", " --- under the realm of G89 G168 ---\n", "0.217947580201\n", "\n", " --- under the realm of G89 G169 ---\n", "0.251861210974\n", "\n", " --- under the realm of G89 G170 ---\n", "0.252594611038\n", "\n", " --- under the realm of G89 G171 ---\n", "0.253372569301\n", "\n", " --- under the realm of G89 G172 ---\n", "0.253094446289\n", "\n", " --- under the realm of G89 G173 ---\n", "0.246299408964\n", "\n", " --- under the realm of G89 G174 ---\n", "0.252144625648\n", "\n", " --- under the realm of G89 G175 ---\n", "0.252133535781\n", "\n", " --- under the realm of G89 G176 ---\n", "0.252437285195\n", "\n", " --- under the realm of G89 G177 ---\n", "0.252104403561\n", "\n", " --- under the realm of G89 G178 ---\n", "0.252139080715\n", "\n", " --- under the realm of G89 G179 ---\n", "0.25067350666\n", "\n", " --- under the realm of G89 G180 ---\n", "0.24922940772\n", "\n", " --- under the realm of G89 G181 ---\n", "0.247456854574\n", "\n", " --- under the realm of G89 G182 ---\n", "0.247470619043\n", "\n", " --- under the realm of G89 G183 ---\n", "0.247516415565\n", "\n", " --- under the realm of G89 G184 ---\n", "0.245103340761\n", "--- marginalized kernel matrix of size 185 built in 397.4121353626251 seconds ---\n", "\n", " --- under the realm of G90 G90 ---\n", "0.245419855823\n", "\n", " --- under the realm of G90 G91 ---\n", "0.244083140825\n", "\n", " --- under the realm of G90 G92 ---\n", "0.244526457533\n", "\n", " --- under the realm of G90 G93 ---\n", "0.244110777464\n", "\n", " --- under the realm of G90 G94 ---\n", "0.244211363622\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " --- under the realm of G90 G95 ---\n", "0.214434262925\n", "\n", " --- under the realm of G90 G96 ---\n", "0.216133379089\n", "\n", " --- under the realm of G90 G97 ---\n", "0.215627894174\n", "\n", " --- under the realm of G90 G98 ---\n", "0.215680308942\n", "\n", " --- under the realm of G90 G99 ---\n", "0.21341584687\n", "\n", " --- under the realm of G90 G100 ---\n", "0.208189909954\n", "\n", " --- under the realm of G90 G101 ---\n", "0.21080022667\n", "\n", " --- under the realm of G90 G102 ---\n", "0.208998843987\n", "\n", " --- under the realm of G90 G103 ---\n", "0.209150809417\n", "\n", " --- under the realm of G90 G104 ---\n", "0.234015518305\n", "\n", " --- under the realm of G90 G105 ---\n", "0.23738721466\n", "\n", " --- under the realm of G90 G106 ---\n", "0.237465277199\n", "\n", " --- under the realm of G90 G107 ---\n", "0.238153975527\n", "\n", " --- under the realm of G90 G108 ---\n", "0.237140933269\n", "\n", " --- under the realm of G90 G109 ---\n", "0.238560984502\n", "\n", " --- under the realm of G90 G110 ---\n", "0.238952701391\n", "\n", " --- under the realm of G90 G111 ---\n", "0.237050206677\n", "\n", " --- under the realm of G90 G112 ---\n", "0.238075912987\n", "\n", " --- under the realm of G90 G113 ---\n", "0.202510638298\n", "\n", " --- under the realm of G90 G114 ---\n", "0.247676123049\n", "\n", " --- under the realm of G90 G115 ---\n", "0.247653882039\n", "\n", " --- under the realm of G90 G116 ---\n", "0.247715529867\n", "\n", " --- under the realm of G90 G117 ---\n", "0.248461601084\n", "\n", " --- under the realm of G90 G118 ---\n", "0.248776181486\n", "\n", " --- under the realm of G90 G119 ---\n", "0.24850094077\n", "\n", " --- under the realm of G90 G120 ---\n", "0.245634647905\n", "\n", " --- under the realm of G90 G121 ---\n", "0.24775493518\n", "\n", " --- under the realm of G90 G122 ---\n", "0.248815488861\n", "\n", " --- under the realm of G90 G123 ---\n", "0.249876415759\n", "\n", " --- under the realm of G90 G124 ---\n", "0.249525114268\n", "\n", " --- under the realm of G90 G125 ---\n", "0.244820142065\n", "\n", " --- under the realm of G90 G126 ---\n", "0.248564549743\n", "\n", " --- under the realm of G90 G127 ---\n", "0.227911900553\n", "\n", " --- under the realm of G90 G128 ---\n", "0.223628856942\n", "\n", " --- under the realm of G90 G129 ---\n", "0.222404504973\n", "\n", " --- under the realm of G90 G130 ---\n", "0.217604674647\n", "\n", " --- under the realm of G90 G131 ---\n", "0.217355702084\n", "\n", " --- under the realm of G90 G132 ---\n", "0.220213861277\n", "\n", " --- under the realm of G90 G133 ---\n", "0.242319288219\n", "\n", " --- under the realm of G90 G134 ---\n", "0.242458066067\n", "\n", " --- under the realm of G90 G135 ---\n", "0.242388677143\n", "\n", " --- under the realm of G90 G136 ---\n", "0.244405990162\n", "\n", " --- under the realm of G90 G137 ---\n", "0.243878023158\n", "\n", " --- under the realm of G90 G138 ---\n", "0.243098655689\n", "\n", " --- under the realm of G90 G139 ---\n", "0.243168044613\n", "\n", " --- under the realm of G90 G140 ---\n", "0.239286109513\n", "\n", " --- under the realm of G90 G141 ---\n", "0.218087359397\n", "\n", " --- under the realm of G90 G142 ---\n", "0.218212259461\n", "\n", " --- under the realm of G90 G143 ---\n", "0.219965391145\n", "\n", " --- under the realm of G90 G144 ---\n", "0.214030166663\n", "\n", " --- under the realm of G90 G145 ---\n", "0.249674612634\n", "\n", " --- under the realm of G90 G146 ---\n", "0.250831783592\n", "\n", " --- under the realm of G90 G147 ---\n", "0.251063798416\n", "\n", " --- under the realm of G90 G148 ---\n", "0.252053848448\n", "\n", " --- under the realm of G90 G149 ---\n", "0.251055825618\n", "\n", " --- under the realm of G90 G150 ---\n", "0.249210211935\n", "\n", " --- under the realm of G90 G151 ---\n", "0.251099264524\n", "\n", " --- under the realm of G90 G152 ---\n", "0.249210150093\n", "\n", " --- under the realm of G90 G153 ---\n", "0.248483178208\n", "\n", " --- under the realm of G90 G154 ---\n", "0.248557300447\n", "\n", " --- under the realm of G90 G155 ---\n", "0.24958006931\n", "\n", " --- under the realm of G90 G156 ---\n", "0.24849253406\n", "\n", " --- under the realm of G90 G157 ---\n", "0.251931756458\n", "\n", " --- under the realm of G90 G158 ---\n", "0.23286696464\n", "\n", " --- under the realm of G90 G159 ---\n", "0.223501162094\n", "\n", " --- under the realm of G90 G160 ---\n", "0.227677637656\n", "\n", " --- under the realm of G90 G161 ---\n", "0.227991871069\n", "\n", " --- under the realm of G90 G162 ---\n", "0.22910469844\n", "\n", " --- under the realm of G90 G163 ---\n", "0.226138804306\n", "\n", " --- under the realm of G90 G164 ---\n", "0.227252285357\n", "\n", " --- under the realm of G90 G165 ---\n", "0.245922924093\n", "\n", " --- under the realm of G90 G166 ---\n", "0.243502549199\n", "\n", " --- under the realm of G90 G167 ---\n", "0.218147599452\n", "\n", " --- under the realm of G90 G168 ---\n", "0.219704306591\n", "\n", " --- under the realm of G90 G169 ---\n", "0.253615303582\n", "\n", " --- under the realm of G90 G170 ---\n", "0.2546176452\n", "\n", " --- under the realm of G90 G171 ---\n", "0.255325422012\n", "\n", " --- under the realm of G90 G172 ---\n", "0.255139158108\n", "\n", " --- under the realm of G90 G173 ---\n", "0.248304670155\n", "\n", " --- under the realm of G90 G174 ---\n", "0.253835532807\n", "\n", " --- under the realm of G90 G175 ---\n", "0.25382103681\n", "\n", " --- under the realm of G90 G176 ---\n", "0.254348552813\n", "\n", " --- under the realm of G90 G177 ---\n", "0.253791807481\n", "\n", " --- under the realm of G90 G178 ---\n", "0.253828284808\n", "\n", " --- under the realm of G90 G179 ---\n", "0.252141090122\n", "\n", " --- under the realm of G90 G180 ---\n", "0.251388043012\n", "\n", " --- under the realm of G90 G181 ---\n", "0.249439989458\n", "\n", " --- under the realm of G90 G182 ---\n", "0.249454072381\n", "\n", " --- under the realm of G90 G183 ---\n", "0.249494796746\n", "\n", " --- under the realm of G90 G184 ---\n", "0.246952359966\n", "--- marginalized kernel matrix of size 185 built in 401.51956510543823 seconds ---\n", "\n", " --- under the realm of G91 G91 ---\n", "0.242968588678\n", "\n", " --- under the realm of G91 G92 ---\n", "0.243340777574\n", "\n", " --- under the realm of G91 G93 ---\n", "0.243007272949\n", "\n", " --- under the realm of G91 G94 ---\n", "0.24312781308\n", "\n", " --- under the realm of G91 G95 ---\n", "0.214098105484\n", "\n", " --- under the realm of G91 G96 ---\n", "0.21527591921\n", "\n", " --- under the realm of G91 G97 ---\n", "0.214959825072\n", "\n", " --- under the realm of G91 G98 ---\n", "0.215024081467\n", "\n", " --- under the realm of G91 G99 ---\n", "0.212867328893\n", "\n", " --- under the realm of G91 G100 ---\n", "0.208305804391\n", "\n", " --- under the realm of G91 G101 ---\n", "0.210582775278\n", "\n", " --- under the realm of G91 G102 ---\n", "0.208989804827\n", "\n", " --- under the realm of G91 G103 ---\n", "0.209170611455\n", "\n", " --- under the realm of G91 G104 ---\n", "0.232954771489\n", "\n", " --- under the realm of G91 G105 ---\n", "0.236209479673\n", "\n", " --- under the realm of G91 G106 ---\n", 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of G91 G121 ---\n", "0.246790363791\n", "\n", " --- under the realm of G91 G122 ---\n", "0.24762702762\n", "\n", " --- under the realm of G91 G123 ---\n", "0.24846345095\n", "\n", " --- under the realm of G91 G124 ---\n", "0.248190399892\n", "\n", " --- under the realm of G91 G125 ---\n", "0.244120953886\n", "\n", " --- under the realm of G91 G126 ---\n", "0.247474286015\n", "\n", " --- under the realm of G91 G127 ---\n", "0.226645152488\n", "\n", " --- under the realm of G91 G128 ---\n", "0.222637119007\n", "\n", " --- under the realm of G91 G129 ---\n", "0.221688560667\n", "\n", " --- under the realm of G91 G130 ---\n", "0.217463299469\n", "\n", " --- under the realm of G91 G131 ---\n", "0.21702634893\n", "\n", " --- under the realm of G91 G132 ---\n", "0.219566526564\n", "\n", " --- under the realm of G91 G133 ---\n", "0.241105365416\n", "\n", " --- under the realm of G91 G134 ---\n", "0.241249355914\n", "\n", " --- under the realm of G91 G135 ---\n", "0.241177360665\n", "\n", " --- under the realm of G91 G136 ---\n", "0.243055354006\n", "\n", " --- under the realm of G91 G137 ---\n", "0.242579641388\n", "\n", " --- under the realm of G91 G138 ---\n", "0.241842503402\n", "\n", " --- under the realm of G91 G139 ---\n", "0.241914498651\n", "\n", " --- under the realm of G91 G140 ---\n", "0.238174989487\n", "\n", " --- under the realm of G91 G141 ---\n", "0.216994828874\n", "\n", " --- under the realm of G91 G142 ---\n", "0.217124420323\n", "\n", " --- under the realm of G91 G143 ---\n", "0.218749818606\n", "\n", " --- under the realm of G91 G144 ---\n", "0.212915592842\n", "\n", " --- under the realm of G91 G145 ---\n", "0.248742520753\n", "\n", " --- under the realm of G91 G146 ---\n", "0.24975088382\n", "\n", " --- under the realm of G91 G147 ---\n", "0.25001882478\n", "\n", " --- under the realm of G91 G148 ---\n", "0.250820031498\n", "\n", " --- under the realm of G91 G149 ---\n", "0.250011698807\n", "\n", " --- under the realm of G91 G150 ---\n", "0.248316700884\n", "\n", " --- under the realm of G91 G151 ---\n", "0.250067012292\n", "\n", " --- under the realm of G91 G152 ---\n", "0.248316638456\n", "\n", " --- under the realm of G91 G153 ---\n", "0.24770248842\n", "\n", " --- under the realm of G91 G154 ---\n", "0.247788445002\n", "\n", " --- under the realm of G91 G155 ---\n", "0.248629703333\n", "\n", " --- under the realm of G91 G156 ---\n", "0.247711540262\n", "\n", " --- under the realm of G91 G157 ---\n", "0.250680395586\n", "\n", " --- under the realm of G91 G158 ---\n", "0.231593962072\n", "\n", " --- under the realm of G91 G159 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.223256553527\n", "\n", " --- under the realm of G91 G160 ---\n", "0.226866324211\n", "\n", " --- under the realm of G91 G161 ---\n", "0.227246456083\n", "\n", " --- under the realm of G91 G162 ---\n", "0.228108717104\n", "\n", " --- under the realm of G91 G163 ---\n", "0.225481758566\n", "\n", " --- under the realm of G91 G164 ---\n", "0.226344185276\n", "\n", " --- under the realm of G91 G165 ---\n", "0.24466874248\n", "\n", " --- under the realm of G91 G166 ---\n", "0.242351120859\n", "\n", " --- under the realm of G91 G167 ---\n", "0.217154389886\n", "\n", " --- under the realm of G91 G168 ---\n", "0.218593958199\n", "\n", " --- under the realm of G91 G169 ---\n", "0.252495012493\n", "\n", " --- under the realm of G91 G170 ---\n", "0.253342397144\n", "\n", " --- under the realm of G91 G171 ---\n", "0.254078367832\n", "\n", " --- under the realm of G91 G172 ---\n", "0.25384683733\n", "\n", " --- under the realm of G91 G173 ---\n", "0.247031597842\n", "\n", " --- under the realm of G91 G174 ---\n", "0.252747906129\n", "\n", " --- under the realm of G91 G175 ---\n", "0.252734949814\n", "\n", " --- under the realm of G91 G176 ---\n", "0.253136257678\n", "\n", " --- under the realm of G91 G177 ---\n", "0.252705045853\n", "\n", " --- under the realm of G91 G178 ---\n", "0.252741427972\n", "\n", " --- under the realm of G91 G179 ---\n", "0.251191151501\n", "\n", " --- under the realm of G91 G180 ---\n", "0.250016859578\n", "\n", " --- under the realm of G91 G181 ---\n", "0.248172291819\n", "\n", " --- under the realm of G91 G182 ---\n", "0.248186251636\n", "\n", " --- under the realm of G91 G183 ---\n", "0.248228961369\n", "\n", " --- under the realm of G91 G184 ---\n", "0.245767951009\n", "--- marginalized kernel matrix of size 185 built in 405.58402371406555 seconds ---\n", "\n", " --- under the realm of G92 G92 ---\n", "0.24373634953\n", "\n", " --- under the realm of G92 G93 ---\n", "0.243377164834\n", "\n", " --- under the realm of G92 G94 ---\n", "0.243492182976\n", "\n", " --- under the realm of G92 G95 ---\n", "0.214214095662\n", "\n", " --- under the realm of G92 G96 ---\n", "0.215559594954\n", "\n", " --- under the realm of G92 G97 ---\n", "0.215183599347\n", "\n", " --- under the realm of G92 G98 ---\n", "0.215244941274\n", "\n", " --- under the realm of G92 G99 ---\n", "0.21305197178\n", "\n", " --- under the realm of G92 G100 ---\n", "0.208268777599\n", "\n", " --- under the realm of G92 G101 ---\n", "0.210656934258\n", "\n", " --- under the realm of G92 G102 ---\n", "0.208993525304\n", "\n", " --- under the realm of G92 G103 ---\n", "0.209165967235\n", "\n", " --- under the realm of G92 G104 ---\n", "0.233310517738\n", "\n", " --- under the realm of G92 G105 ---\n", "0.23660561802\n", "\n", " --- under the realm of G92 G106 ---\n", "0.236686195606\n", "\n", " --- under the realm of G92 G107 ---\n", "0.23733807065\n", "\n", " --- under the realm of G92 G108 ---\n", "0.236353574727\n", "\n", " --- under the realm of G92 G109 ---\n", "0.237727936441\n", "\n", " --- under the realm of G92 G110 ---\n", "0.238102900844\n", "\n", " --- under the realm of G92 G111 ---\n", "0.236260246798\n", "\n", " --- under the realm of G92 G112 ---\n", "0.237257493065\n", "\n", " --- under the realm of G92 G113 ---\n", "0.20189129235\n", "\n", " --- under the realm of G92 G114 ---\n", "0.24701713827\n", "\n", " --- under the realm of G92 G115 ---\n", "0.246995580892\n", "\n", " --- under the realm of G92 G116 ---\n", "0.247067659389\n", "\n", " --- under the realm of G92 G117 ---\n", "0.247718908455\n", "\n", " --- under the realm of G92 G118 ---\n", "0.247974686518\n", "\n", " --- under the realm of G92 G119 ---\n", "0.24776939995\n", "\n", " --- under the realm of G92 G120 ---\n", "0.245085431559\n", "\n", " --- under the realm of G92 G121 ---\n", "0.247118179727\n", "\n", " --- under the realm of G92 G122 ---\n", "0.248025163878\n", "\n", " --- under the realm of G92 G123 ---\n", "0.248931968143\n", "\n", " --- under the realm of G92 G124 ---\n", "0.24863484565\n", "\n", " --- under the realm of G92 G125 ---\n", "0.244355784272\n", "\n", " --- under the realm of G92 G126 ---\n", "0.247842818813\n", "\n", " --- under the realm of G92 G127 ---\n", "0.227065720397\n", "\n", " --- under the realm of G92 G128 ---\n", "0.222965404421\n", "\n", " --- under the realm of G92 G129 ---\n", "0.221930216266\n", "\n", " --- under the realm of G92 G130 ---\n", "0.217511155584\n", "\n", " --- under the realm of G92 G131 ---\n", "0.217135029434\n", "\n", " --- under the realm of G92 G132 ---\n", "0.219784102834\n", "\n", " --- under the realm of G92 G133 ---\n", "0.241513027782\n", "\n", " --- under the realm of G92 G134 ---\n", "0.241656276823\n", "\n", " --- under the realm of G92 G135 ---\n", "0.241584652303\n", "\n", " --- under the realm of G92 G136 ---\n", "0.24350826053\n", "\n", " --- under the realm of G92 G137 ---\n", "0.243015974945\n", "\n", " --- under the realm of G92 G138 ---\n", "0.242264501363\n", "\n", " --- under the realm of G92 G139 ---\n", "0.242336125884\n", "\n", " --- under the realm of G92 G140 ---\n", "0.238547500205\n", "\n", " --- under the realm of G92 G141 ---\n", "0.217361725004\n", "\n", " --- under the realm of G92 G142 ---\n", "0.217490649141\n", "\n", " --- under the realm of G92 G143 ---\n", "0.219157434477\n", "\n", " --- under the realm of G92 G144 ---\n", "0.213290031411\n", "\n", " --- under the realm of G92 G145 ---\n", "0.249054521869\n", "\n", " --- under the realm of G92 G146 ---\n", "0.250113064813\n", "\n", " --- under the realm of G92 G147 ---\n", "0.25036965999\n", "\n", " --- under the realm of G92 G148 ---\n", "0.251231450965\n", "\n", " --- under the realm of G92 G149 ---\n", "0.25036260582\n", "\n", " --- under the realm of G92 G150 ---\n", "0.248615509916\n", "\n", " --- under the realm of G92 G151 ---\n", "0.25041512897\n", "\n", " --- under the realm of G92 G152 ---\n", "0.248615451784\n", "\n", " --- under the realm of G92 G153 ---\n", "0.247964501843\n", "\n", " --- under the realm of G92 G154 ---\n", "0.248046816119\n", "\n", " --- under the realm of G92 G155 ---\n", "0.248946832583\n", "\n", " --- under the realm of G92 G156 ---\n", "0.247973342853\n", "\n", " --- under the realm of G92 G157 ---\n", "0.251097574389\n", "\n", " --- under the realm of G92 G158 ---\n", "0.232017932878\n", "\n", " --- under the realm of G92 G159 ---\n", "0.223340726647\n", "\n", " --- under the realm of G92 G160 ---\n", "0.227137854999\n", "\n", " --- under the realm of G92 G161 ---\n", "0.227500353905\n", "\n", " --- under the realm of G92 G162 ---\n", "0.22844132824\n", "\n", " --- under the realm of G92 G163 ---\n", "0.225705961908\n", "\n", " --- under the realm of G92 G164 ---\n", "0.226647226779\n", "\n", " --- under the realm of G92 G165 ---\n", "0.245089633303\n", "\n", " --- under the realm of G92 G166 ---\n", "0.242737046671\n", "\n", " --- under the realm of G92 G167 ---\n", "0.217487931822\n", "\n", " --- under the realm of G92 G168 ---\n", "0.218967742098\n", "\n", " --- under the realm of G92 G169 ---\n", "0.252870328009\n", "\n", " --- under the realm of G92 G170 ---\n", "0.253767637832\n", "\n", " --- under the realm of G92 G171 ---\n", "0.254498754112\n", "\n", " --- under the realm of G92 G172 ---\n", "0.254278640978\n", "\n", " --- under the realm of G92 G173 ---\n", "0.247457194866\n", "\n", " --- under the realm of G92 G174 ---\n", "0.253112632307\n", "\n", " --- under the realm of G92 G175 ---\n", "0.253099806544\n", "\n", " --- under the realm of G92 G176 ---\n", "0.253541498244\n", "\n", " --- under the realm of G92 G177 ---\n", "0.253070866138\n", "\n", " --- under the realm of G92 G178 ---\n", "0.253106219425\n", "\n", " --- under the realm of G92 G179 ---\n", "0.251508860254\n", "\n", " --- under the realm of G92 G180 ---\n", "0.250476954782\n", "\n", " --- under the realm of G92 G181 ---\n", "0.248597667658\n", "\n", " --- under the realm of G92 G182 ---\n", "0.248611480582\n", "\n", " --- under the realm of G92 G183 ---\n", "0.248654128041\n", "\n", " --- under the realm of G92 G184 ---\n", "0.246164853283\n", "--- marginalized kernel matrix of size 185 built in 409.6086723804474 seconds ---\n", "\n", " --- under the realm of G93 G93 ---\n", "0.24304946931\n", "\n", " --- under the realm of G93 G94 ---\n", "0.243174054596\n", "\n", " --- under the realm of G93 G95 ---\n", "0.214138188981\n", "\n", " --- under the realm of G93 G96 ---\n", "0.215282460478\n", "\n", " --- under the realm of G93 G97 ---\n", "0.214981022646\n", "\n", " --- under the realm of G93 G98 ---\n", "0.215048400069\n", "\n", " --- under the realm of G93 G99 ---\n", "0.212885220069\n", "\n", " --- under the realm of G93 G100 ---\n", "0.208334061082\n", "\n", " --- under the realm of G93 G101 ---\n", "0.210605745578\n", "\n", " --- under the realm of G93 G102 ---\n", "0.209013199621\n", "\n", " --- under the realm of G93 G103 ---\n", "0.20919911909\n", "\n", " --- under the realm of G93 G104 ---\n", "0.233007174826\n", "\n", " --- under the realm of G93 G105 ---\n", "0.236265827147\n", "\n", " --- under the realm of G93 G106 ---\n", "0.236348352443\n", "\n", " --- under the realm of G93 G107 ---\n", "0.236979456676\n", "\n", " --- under the realm of G93 G108 ---\n", "0.236009369417\n", "\n", " --- under the realm of G93 G109 ---\n", "0.237359940793\n", "\n", " --- under the realm of G93 G110 ---\n", "0.237725734429\n", "\n", " --- under the realm of G93 G111 ---\n", "0.235914030933\n", "\n", " --- under the realm of G93 G112 ---\n", "0.236896931379\n", "\n", " --- under the realm of G93 G113 ---\n", "0.201609719086\n", "\n", " --- under the realm of G93 G114 ---\n", "0.24673737768\n", "\n", " --- under the realm of G93 G115 ---\n", "0.246716309862\n", "\n", " --- under the realm of G93 G116 ---\n", "0.246795302082\n", "\n", " --- under the realm of G93 G117 ---\n", "0.247394114484\n", "\n", " --- under the realm of G93 G118 ---\n", "0.247616230368\n", "\n", " --- under the realm of G93 G119 ---\n", "0.247452023444\n", "\n", " --- under the realm of G93 G120 ---\n", "0.244857867907\n", "\n", " --- under the realm of G93 G121 ---\n", "0.246853225998\n", "\n", " --- under the realm of G93 G122 ---\n", "0.247674132042\n", "\n", " --- under the realm of G93 G123 ---\n", "0.248494766053\n", "\n", " --- under the realm of G93 G124 ---\n", "0.248228156446\n", "\n", " --- under the realm of G93 G125 ---\n", "0.244174250432\n", "\n", " --- under the realm of G93 G126 ---\n", "0.247531942426\n", "\n", " --- under the realm of G93 G127 ---\n", "0.226675609428\n", "\n", " --- under the realm of G93 G128 ---\n", "0.222651070796\n", "\n", " --- under the realm of G93 G129 ---\n", "0.221722527927\n", "\n", " --- under the realm of G93 G130 ---\n", "0.217500549348\n", "\n", " --- under the realm of G93 G131 ---\n", "0.217047387129\n", "\n", " --- under the realm of G93 G132 ---\n", "0.219590334607\n", "\n", " --- under the realm of G93 G133 ---\n", "0.241163693849\n", "\n", " --- under the realm of G93 G134 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.241310405488\n", "\n", " --- under the realm of G93 G135 ---\n", "0.241237049668\n", "\n", " --- under the realm of G93 G136 ---\n", "0.243108784776\n", "\n", " --- under the realm of G93 G137 ---\n", "0.242637121493\n", "\n", " --- under the realm of G93 G138 ---\n", "0.241900407671\n", "\n", " --- under the realm of G93 G139 ---\n", "0.24197376349\n", "\n", " --- under the realm of G93 G140 ---\n", "0.23823027381\n", "\n", " --- under the realm of G93 G141 ---\n", "0.217047324464\n", "\n", " --- under the realm of G93 G142 ---\n", "0.217179364939\n", "\n", " --- under the realm of G93 G143 ---\n", "0.218797906298\n", "\n", " --- under the realm of G93 G144 ---\n", "0.212954141599\n", "\n", " --- under the realm of G93 G145 ---\n", "0.248794935768\n", "\n", " --- under the realm of G93 G146 ---\n", "0.249801985352\n", "\n", " --- under the realm of G93 G147 ---\n", "0.250074823271\n", "\n", " --- under the realm of G93 G148 ---\n", "0.250865788615\n", "\n", " --- under the realm of G93 G149 ---\n", "0.25006836423\n", "\n", " --- under the realm of G93 G150 ---\n", "0.248368099587\n", "\n", " --- under the realm of G93 G151 ---\n", "0.250126955206\n", "\n", " --- under the realm of G93 G152 ---\n", "0.248368045292\n", "\n", " --- under the realm of G93 G153 ---\n", "0.247758288282\n", "\n", " --- under the realm of G93 G154 ---\n", "0.247846048989\n", "\n", " --- under the realm of G93 G155 ---\n", "0.248678523669\n", "\n", " --- under the realm of G93 G156 ---\n", "0.247766780309\n", "\n", " --- under the realm of G93 G157 ---\n", "0.250724127731\n", "\n", " --- under the realm of G93 G158 ---\n", "0.23163216155\n", "\n", " --- under the realm of G93 G159 ---\n", "0.223302996224\n", "\n", " --- under the realm of G93 G160 ---\n", "0.226898814893\n", "\n", " --- under the realm of G93 G161 ---\n", "0.227293424685\n", "\n", " --- under the realm of G93 G162 ---\n", "0.228137494093\n", "\n", " --- under the realm of G93 G163 ---\n", "0.225523477094\n", "\n", " --- under the realm of G93 G164 ---\n", "0.226367698945\n", "\n", " --- under the realm of G93 G165 ---\n", "0.244727094923\n", "\n", " --- under the realm of G93 G166 ---\n", "0.242408710006\n", "\n", " --- under the realm of G93 G167 ---\n", "0.217202113149\n", "\n", " --- under the realm of G93 G168 ---\n", "0.218639540242\n", "\n", " --- under the realm of G93 G169 ---\n", "0.252548589312\n", "\n", " --- under the realm of G93 G170 ---\n", "0.253389152683\n", "\n", " --- under the realm of G93 G171 ---\n", "0.254139920711\n", "\n", " --- under the realm of G93 G172 ---\n", "0.253897391892\n", "\n", " --- under the realm of G93 G173 ---\n", "0.247086066626\n", "\n", " --- under the realm of G93 G174 ---\n", "0.252805460573\n", "\n", " --- under the realm of G93 G175 ---\n", "0.252793716862\n", "\n", " --- under the realm of G93 G176 ---\n", "0.253187150683\n", "\n", " --- under the realm of G93 G177 ---\n", "0.25276504188\n", "\n", " --- under the realm of G93 G178 ---\n", "0.252799588717\n", "\n", " --- under the realm of G93 G179 ---\n", "0.25124500602\n", "\n", " --- under the realm of G93 G180 ---\n", "0.250077211308\n", "\n", " --- under the realm of G93 G181 ---\n", "0.248234291704\n", "\n", " --- under the realm of G93 G182 ---\n", "0.248247956822\n", "\n", " --- under the realm of G93 G183 ---\n", "0.248292063031\n", "\n", " --- under the realm of G93 G184 ---\n", "0.245827426113\n", "--- marginalized kernel matrix of size 185 built in 413.58516812324524 seconds ---\n", "\n", " --- under the realm of G94 G94 ---\n", "0.243306102983\n", "\n", " --- under the realm of G94 G95 ---\n", "0.214244127145\n", "\n", " --- under the realm of G94 G96 ---\n", "0.215314913844\n", "\n", " --- under the realm of G94 G97 ---\n", "0.215043077547\n", "\n", " --- under the realm of G94 G98 ---\n", "0.215115565097\n", "\n", " --- under the realm of G94 G99 ---\n", "0.212934012804\n", "\n", " --- under the realm of G94 G100 ---\n", "0.208412778479\n", "\n", " --- under the realm of G94 G101 ---\n", "0.210669533467\n", "\n", " --- under the realm of G94 G102 ---\n", "0.209081922005\n", "\n", " --- under the realm of G94 G103 ---\n", "0.209277616319\n", "\n", " --- under the realm of G94 G104 ---\n", "0.233162920739\n", "\n", " --- under the realm of G94 G105 ---\n", "0.236427944617\n", "\n", " --- under the realm of G94 G106 ---\n", "0.236512559444\n", "\n", " --- under the realm of G94 G107 ---\n", "0.23713651311\n", "\n", " --- under the realm of G94 G108 ---\n", "0.236166619678\n", "\n", " --- under the realm of G94 G109 ---\n", "0.237514651084\n", "\n", " --- under the realm of G94 G110 ---\n", "0.23787796742\n", "\n", " --- under the realm of G94 G111 ---\n", "0.236069095273\n", "\n", " --- under the realm of G94 G112 ---\n", "0.237051898282\n", "\n", " --- under the realm of G94 G113 ---\n", "0.201699829764\n", "\n", " --- under the realm of G94 G114 ---\n", "0.246895510768\n", "\n", " --- under the realm of G94 G115 ---\n", "0.246874693664\n", "\n", " --- under the realm of G94 G116 ---\n", "0.24695877482\n", "\n", " --- under the realm of G94 G117 ---\n", "0.247542490653\n", "\n", " --- under the realm of G94 G118 ---\n", "0.247751914492\n", "\n", " --- under the realm of G94 G119 ---\n", "0.247605741894\n", "\n", " --- under the realm of G94 G120 ---\n", "0.24500637008\n", "\n", " --- under the realm of G94 G121 ---\n", "0.247022038419\n", "\n", " --- under the realm of G94 G122 ---\n", "0.247815159749\n", "\n", " --- under the realm of G94 G123 ---\n", "0.24860795795\n", "\n", " --- under the realm of G94 G124 ---\n", "0.248351591968\n", "\n", " --- under the realm of G94 G125 ---\n", "0.24433282763\n", "\n", " --- under the realm of G94 G126 ---\n", "0.247690671835\n", "\n", " --- under the realm of G94 G127 ---\n", "0.226782057732\n", "\n", " --- under the realm of G94 G128 ---\n", "0.222707910459\n", "\n", " --- under the realm of G94 G129 ---\n", "0.221815581826\n", "\n", " --- under the realm of G94 G130 ---\n", "0.217611204587\n", "\n", " --- under the realm of G94 G131 ---\n", "0.217119303764\n", "\n", " --- under the realm of G94 G132 ---\n", "0.219658170746\n", "\n", " --- under the realm of G94 G133 ---\n", "0.24133456339\n", "\n", " --- under the realm of G94 G134 ---\n", "0.24148498975\n", "\n", " --- under the realm of G94 G135 ---\n", "0.24140977657\n", "\n", " --- under the realm of G94 G136 ---\n", "0.243266485998\n", "\n", " --- under the realm of G94 G137 ---\n", "0.242803130745\n", "\n", " --- under the realm of G94 G138 ---\n", "0.242068847067\n", "\n", " --- under the realm of G94 G139 ---\n", "0.242144060248\n", "\n", " --- under the realm of G94 G140 ---\n", "0.238395206462\n", "\n", " --- under the realm of G94 G141 ---\n", "0.217201107051\n", "\n", " --- under the realm of G94 G142 ---\n", "0.217336490775\n", "\n", " --- under the realm of G94 G143 ---\n", "0.218939837398\n", "\n", " --- under the realm of G94 G144 ---\n", "0.21306365793\n", "\n", " --- under the realm of G94 G145 ---\n", "0.248954626366\n", "\n", " --- under the realm of G94 G146 ---\n", "0.249955131529\n", "\n", " --- under the realm of G94 G147 ---\n", "0.250240870143\n", "\n", " --- under the realm of G94 G148 ---\n", "0.251011631141\n", "\n", " --- under the realm of G94 G149 ---\n", "0.250234543741\n", "\n", " --- under the realm of G94 G150 ---\n", "0.248525671365\n", "\n", " --- under the realm of G94 G151 ---\n", "0.250297807755\n", "\n", " --- under the realm of G94 G152 ---\n", "0.248525617542\n", "\n", " --- under the realm of G94 G153 ---\n", "0.247924850865\n", "\n", " --- under the realm of G94 G154 ---\n", "0.248016945629\n", "\n", " --- under the realm of G94 G155 ---\n", "0.248831524078\n", "\n", " --- under the realm of G94 G156 ---\n", "0.247933224076\n", "\n", " --- under the realm of G94 G157 ---\n", "0.250863594979\n", "\n", " --- under the realm of G94 G158 ---\n", "0.231756363074\n", "\n", " --- under the realm of G94 G159 ---\n", "0.223433635089\n", "\n", " --- under the realm of G94 G160 ---\n", "0.226996731484\n", "\n", " --- under the realm of G94 G161 ---\n", "0.227416022227\n", "\n", " --- under the realm of G94 G162 ---\n", "0.228227176018\n", "\n", " --- under the realm of G94 G163 ---\n", "0.225631057373\n", "\n", " --- under the realm of G94 G164 ---\n", "0.226442341063\n", "\n", " --- under the realm of G94 G165 ---\n", "0.244898770019\n", "\n", " --- under the realm of G94 G166 ---\n", "0.242580992522\n", "\n", " --- under the realm of G94 G167 ---\n", "0.217341915501\n", "\n", " --- under the realm of G94 G168 ---\n", "0.21876743506\n", "\n", " --- under the realm of G94 G169 ---\n", "0.252709488658\n", "\n", " --- under the realm of G94 G170 ---\n", "0.253537589597\n", "\n", " --- under the realm of G94 G171 ---\n", "0.254313003091\n", "\n", " --- under the realm of G94 G172 ---\n", "0.254053727172\n", "\n", " --- under the realm of G94 G173 ---\n", "0.247253226722\n", "\n", " --- under the realm of G94 G174 ---\n", "0.252977982358\n", "\n", " --- under the realm of G94 G175 ---\n", "0.25296647981\n", "\n", " --- under the realm of G94 G176 ---\n", "0.253343733716\n", "\n", " --- under the realm of G94 G177 ---\n", "0.252938095088\n", "\n", " --- under the realm of G94 G178 ---\n", "0.252972231084\n", "\n", " --- under the realm of G94 G179 ---\n", "0.251409929107\n", "\n", " --- under the realm of G94 G180 ---\n", "0.250254718106\n", "\n", " --- under the realm of G94 G181 ---\n", "0.24841748214\n", "\n", " --- under the realm of G94 G182 ---\n", "0.248431258209\n", "\n", " --- under the realm of G94 G183 ---\n", "0.248476760641\n", "\n", " --- under the realm of G94 G184 ---\n", "0.246005722232\n", "--- marginalized kernel matrix of size 185 built in 417.537716627121 seconds ---\n", "\n", " --- under the realm of G95 G95 ---\n", "0.195452018623\n", "\n", " --- under the realm of G95 G96 ---\n", "0.195281561131\n", "\n", " --- under the realm of G95 G97 ---\n", "0.195405432313\n", "\n", " --- under the realm of G95 G98 ---\n", "0.195465361365\n", "\n", " --- under the realm of G95 G99 ---\n", "0.194250099562\n", "\n", " --- under the realm of G95 G100 ---\n", "0.192548969649\n", "\n", " --- under the realm of G95 G101 ---\n", "0.193396781614\n", "\n", " --- under the realm of G95 G102 ---\n", "0.192762213216\n", "\n", " --- under the realm of G95 G103 ---\n", "0.19291684584\n", "\n", " --- under the realm of G95 G104 ---\n", "0.200431027537\n", "\n", " --- under the realm of G95 G105 ---\n", "0.202794012863\n", "\n", " --- under the realm of G95 G106 ---\n", "0.202858305995\n", "\n", " --- under the realm of G95 G107 ---\n", "0.203298474517\n", "\n", " --- under the realm of G95 G108 ---\n", "0.202599332846\n", "\n", " --- under the realm of G95 G109 ---\n", "0.203567813765\n", "\n", " --- under the realm of G95 G110 ---\n", "0.203826532544\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- under the realm of G95 G111 ---\n", "0.202525778092\n", "\n", " --- under the realm of G95 G112 ---\n", "0.203234181384\n", "\n", " --- under the realm of G95 G113 ---\n", "0.174098765432\n", "\n", " --- under the realm of G95 G114 ---\n", "0.216897782043\n", "\n", " --- under the realm of G95 G115 ---\n", "0.216883876618\n", "\n", " --- under the realm of G95 G116 ---\n", "0.216952130856\n", "\n", " --- under the realm of G95 G117 ---\n", "0.217102329592\n", "\n", " --- under the realm of G95 G118 ---\n", "0.217110787652\n", "\n", " --- under the realm of G95 G119 ---\n", "0.217156682684\n", "\n", " --- under the realm of G95 G120 ---\n", "0.216026021227\n", "\n", " --- under the realm of G95 G121 ---\n", "0.217006479607\n", "\n", " --- under the realm of G95 G122 ---\n", "0.217165142947\n", "\n", " --- under the realm of G95 G123 ---\n", "0.21732768323\n", "\n", " --- under the realm of G95 G124 ---\n", "0.217280544968\n", "\n", " --- under the realm of G95 G125 ---\n", "0.215809961018\n", "\n", " --- under the realm of G95 G126 ---\n", "0.217225239129\n", "\n", " --- under the realm of G95 G127 ---\n", "0.201022568127\n", "\n", " --- under the realm of G95 G128 ---\n", "0.200114888901\n", "\n", " --- under the realm of G95 G129 ---\n", "0.199972183889\n", "\n", " --- under the realm of G95 G130 ---\n", "0.19832993222\n", "\n", " --- under the realm of G95 G131 ---\n", "0.197692650997\n", "\n", " --- under the realm of G95 G132 ---\n", "0.198726764093\n", "\n", " --- under the realm of G95 G133 ---\n", "0.206851474459\n", "\n", " --- under the realm of G95 G134 ---\n", "0.206965773361\n", "\n", " --- under the realm of G95 G135 ---\n", "0.20690862391\n", "\n", " --- under the realm of G95 G136 ---\n", "0.208227120508\n", "\n", " --- under the realm of G95 G137 ---\n", "0.207904543187\n", "\n", " --- under the realm of G95 G138 ---\n", "0.207378008823\n", "\n", " --- under the realm of G95 G139 ---\n", "0.207435158274\n", "\n", " --- under the realm of G95 G140 ---\n", "0.204724398309\n", "\n", " --- under the realm of G95 G141 ---\n", "0.186166327013\n", "\n", " --- under the realm of G95 G142 ---\n", "0.186269196025\n", "\n", " --- under the realm of G95 G143 ---\n", "0.187404408457\n", "\n", " --- under the realm of G95 G144 ---\n", "0.183129468434\n", "\n", " --- under the realm of G95 G145 ---\n", "0.218524952182\n", "\n", " --- under the realm of G95 G146 ---\n", "0.218898619383\n", "\n", " --- under the realm of G95 G147 ---\n", "0.219121517151\n", "\n", " --- under the realm of G95 G148 ---\n", "0.219313228973\n", "\n", " --- under the realm of G95 G149 ---\n", "0.219117546581\n", "\n", " --- under the realm of G95 G150 ---\n", "0.21832699548\n", "\n", " --- under the realm of G95 G151 ---\n", "0.219170431064\n", "\n", " --- under the realm of G95 G152 ---\n", "0.218326963303\n", "\n", " --- under the realm of G95 G153 ---\n", "0.218136071466\n", "\n", " --- under the realm of G95 G154 ---\n", "0.218208169178\n", "\n", " --- under the realm of G95 G155 ---\n", "0.218426722657\n", "\n", " --- under the realm of G95 G156 ---\n", "0.218141561975\n", "\n", " --- under the realm of G95 G157 ---\n", "0.21919833811\n", "\n", " --- under the realm of G95 G158 ---\n", "0.204571633859\n", "\n", " --- under the realm of G95 G159 ---\n", "0.202138313831\n", "\n", " --- under the realm of G95 G160 ---\n", "0.203419322443\n", "\n", " --- under the realm of G95 G161 ---\n", "0.203757647861\n", "\n", " --- under the realm of G95 G162 ---\n", "0.203887432267\n", "\n", " --- under the realm of G95 G163 ---\n", "0.202763470943\n", "\n", " --- under the realm of G95 G164 ---\n", "0.202893348137\n", "\n", " --- under the realm of G95 G165 ---\n", "0.209829736256\n", "\n", " --- under the realm of G95 G166 ---\n", "0.208159065769\n", "\n", " --- under the realm of G95 G167 ---\n", "0.186918883143\n", "\n", " --- under the realm of G95 G168 ---\n", "0.187933014354\n", "\n", " --- under the realm of G95 G169 ---\n", "0.220732478127\n", "\n", " --- under the realm of G95 G170 ---\n", "0.221006434501\n", "\n", " --- under the realm of G95 G171 ---\n", "0.221501058003\n", "\n", " --- under the realm of G95 G172 ---\n", "0.2212886211\n", "\n", " --- under the realm of G95 G173 ---\n", "0.216362903693\n", "\n", " --- under the realm of G95 G174 ---\n", "0.220940936784\n", "\n", " --- under the realm of G95 G175 ---\n", "0.220933717567\n", "\n", " --- under the realm of G95 G176 ---\n", "0.220979458925\n", "\n", " --- under the realm of G95 G177 ---\n", "0.220914529872\n", "\n", " --- under the realm of G95 G178 ---\n", "0.220937327176\n", "\n", " --- under the realm of G95 G179 ---\n", "0.220212789971\n", "\n", " --- under the realm of G95 G180 ---\n", "0.214031941542\n", "\n", " --- under the realm of G95 G181 ---\n", "0.212714518241\n", "\n", " --- under the realm of G95 G182 ---\n", "0.212724364093\n", "\n", " --- under the realm of G95 G183 ---\n", "0.212759643023\n", "\n", " --- under the realm of G95 G184 ---\n", "0.210969245441\n", "--- marginalized kernel matrix of size 185 built in 421.99995851516724 seconds ---\n", "\n", " --- under the realm of G96 G96 ---\n", "0.196563691187\n", "\n", " --- under the realm of G96 G97 ---\n", "0.196154687795\n", "\n", " --- under the realm of G96 G98 ---\n", "0.196170890634\n", "\n", " --- under the realm of G96 G99 ---\n", "0.194913807817\n", "\n", " --- under the realm of G96 G100 ---\n", "0.191726005575\n", "\n", " --- under the realm of G96 G101 ---\n", "0.193319089817\n", "\n", " --- under the realm of G96 G102 ---\n", "0.192237965294\n", "\n", " --- under the realm of G96 G103 ---\n", "0.192287409084\n", "\n", " --- under the realm of G96 G104 ---\n", "0.201271024188\n", "\n", " --- under the realm of G96 G105 ---\n", "0.203816639368\n", "\n", " --- under the realm of G96 G106 ---\n", "0.203867498515\n", "\n", " --- under the realm of G96 G107 ---\n", "0.204449058798\n", "\n", " --- under the realm of G96 G108 ---\n", "0.203668037184\n", "\n", " --- under the realm of G96 G109 ---\n", "0.204777777778\n", "\n", " --- under the realm of G96 G110 ---\n", "0.205097882586\n", "\n", " --- under the realm of G96 G111 ---\n", "0.203610574168\n", "\n", " --- under the realm of G96 G112 ---\n", "0.204398199652\n", "\n", " --- under the realm of G96 G113 ---\n", "0.17519106408\n", "\n", " --- under the realm of G96 G114 ---\n", "0.217610737525\n", "\n", " --- under the realm of G96 G115 ---\n", "0.217601684272\n", "\n", " --- under the realm of G96 G116 ---\n", "0.217620698957\n", "\n", " --- under the realm of G96 G117 ---\n", "0.218113561045\n", "\n", " --- under the realm of G96 G118 ---\n", "0.218342604923\n", "\n", " --- under the realm of G96 G119 ---\n", "0.218123522477\n", "\n", " --- under the realm of G96 G120 ---\n", "0.216449299026\n", "\n", " --- under the realm of G96 G121 ---\n", "0.217630660388\n", "\n", " --- under the realm of G96 G122 ---\n", "0.218352566355\n", "\n", " --- under the realm of G96 G123 ---\n", "0.219074472322\n", "\n", " --- under the realm of G96 G124 ---\n", "0.218833420177\n", "\n", " --- under the realm of G96 G125 ---\n", "0.215934679189\n", "\n", " --- under the realm of G96 G126 ---\n", "0.2181437227\n", "\n", " --- under the realm of G96 G127 ---\n", "0.20256064257\n", "\n", " --- under the realm of G96 G128 ---\n", "0.201466604053\n", "\n", " --- under the realm of G96 G129 ---\n", "0.20061663837\n", "\n", " --- under the realm of G96 G130 ---\n", "0.197717850578\n", "\n", " --- under the realm of G96 G131 ---\n", "0.197728376189\n", "\n", " --- under the realm of G96 G132 ---\n", "0.199435213132\n", "\n", " --- under the realm of G96 G133 ---\n", "0.207871556408\n", "\n", " --- under the realm of G96 G134 ---\n", "0.207961972668\n", "\n", " --- under the realm of G96 G135 ---\n", "0.207916764538\n", "\n", " --- under the realm of G96 G136 ---\n", "0.209580246914\n", "\n", " --- under the realm of G96 G137 ---\n", "0.20911543718\n", "\n", " --- under the realm of G96 G138 ---\n", "0.208493496794\n", "\n", " --- under the realm of G96 G139 ---\n", "0.208538704924\n", "\n", " --- under the realm of G96 G140 ---\n", "0.205590185693\n", "\n", " --- under the realm of G96 G141 ---\n", 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of G96 G156 ---\n", "0.218359483993\n", "\n", " --- under the realm of G96 G157 ---\n", "0.220484631555\n", "\n", " --- under the realm of G96 G158 ---\n", "0.206009155768\n", "\n", " --- under the realm of G96 G159 ---\n", "0.201602684309\n", "\n", " --- under the realm of G96 G160 ---\n", "0.204181310233\n", "\n", " --- under the realm of G96 G161 ---\n", "0.204280582073\n", "\n", " --- under the realm of G96 G162 ---\n", "0.205053278149\n", "\n", " --- under the realm of G96 G163 ---\n", "0.203252059768\n", "\n", " --- under the realm of G96 G164 ---\n", "0.204024755844\n", "\n", " --- under the realm of G96 G165 ---\n", "0.210913001339\n", "\n", " --- under the realm of G96 G166 ---\n", "0.209045505097\n", "\n", " --- under the realm of G96 G167 ---\n", "0.187753495647\n", "\n", " --- under the realm of G96 G168 ---\n", "0.189074234408\n", "\n", " --- under the realm of G96 G169 ---\n", "0.221639616033\n", "\n", " --- under the realm of G96 G170 ---\n", "0.222272741923\n", "\n", " --- under the realm of G96 G171 ---\n", "0.222602077355\n", "\n", " --- under the realm of G96 G172 ---\n", "0.222545357886\n", "\n", " --- under the realm of G96 G173 ---\n", "0.217516570334\n", "\n", " --- under the realm of G96 G174 ---\n", "0.221715105381\n", "\n", " --- under the realm of G96 G175 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.22170850178\n", "\n", " --- under the realm of G96 G176 ---\n", "0.222083311037\n", "\n", " --- under the realm of G96 G177 ---\n", "0.221696962999\n", "\n", " --- under the realm of G96 G178 ---\n", "0.22171180358\n", "\n", " --- under the realm of G96 G179 ---\n", "0.220754967085\n", "\n", " --- under the realm of G96 G180 ---\n", "0.215287200362\n", "\n", " --- under the realm of G96 G181 ---\n", "0.213741645293\n", "\n", " --- under the realm of G96 G182 ---\n", "0.213749419409\n", "\n", " --- under the realm of G96 G183 ---\n", "0.213777809306\n", "\n", " --- under the realm of G96 G184 ---\n", "0.211872583728\n", "--- marginalized kernel matrix of size 185 built in 426.4072690010071 seconds ---\n", "\n", " --- under the realm of G97 G97 ---\n", "0.195944073118\n", "\n", " --- under the realm of G97 G98 ---\n", "0.195978137696\n", "\n", " --- under the realm of G97 G99 ---\n", "0.194723511287\n", "\n", " --- under the realm of G97 G100 ---\n", "0.192048029472\n", "\n", " --- under the realm of G97 G101 ---\n", "0.19338397629\n", "\n", " --- under the realm of G97 G102 ---\n", "0.192453975612\n", "\n", " --- under the realm of G97 G103 ---\n", "0.192545627117\n", "\n", " --- under the realm of G97 G104 ---\n", "0.201091867897\n", "\n", " --- under the realm of G97 G105 ---\n", "0.20358029396\n", "\n", " --- under the realm of G97 G106 ---\n", "0.20363720222\n", "\n", " --- under the realm of G97 G107 ---\n", "0.204166497319\n", "\n", " --- under the realm of G97 G108 ---\n", "0.203413191655\n", "\n", " --- under the realm of G97 G109 ---\n", "0.204473574725\n", "\n", " --- under the realm of G97 G110 ---\n", "0.204771557515\n", "\n", " --- under the realm of G97 G111 ---\n", "0.20334880006\n", "\n", " --- under the realm of G97 G112 ---\n", "0.204109589059\n", "\n", " --- under the realm of G97 G113 ---\n", "0.174884453933\n", "\n", " --- under the realm of G97 G114 ---\n", "0.217474745447\n", "\n", " --- under the realm of G97 G115 ---\n", "0.217464645482\n", "\n", " --- under the realm of G97 G116 ---\n", "0.217503871589\n", "\n", " --- under the realm of G97 G117 ---\n", "0.217871684611\n", "\n", " --- under the realm of G97 G118 ---\n", "0.218017467044\n", "\n", " --- under the realm of G97 G119 ---\n", "0.21790082963\n", "\n", " --- under the realm of G97 G120 ---\n", "0.216402720671\n", "\n", " --- under the realm of G97 G121 ---\n", "0.217532997774\n", "\n", " --- under the realm of G97 G122 ---\n", "0.218046621429\n", "\n", " --- under the realm of G97 G123 ---\n", "0.218560930806\n", "\n", " --- under the realm of G97 G124 ---\n", "0.218392788813\n", "\n", " --- under the realm of G97 G125 ---\n", "0.215994410877\n", "\n", " --- under the realm of G97 G126 ---\n", "0.217940679055\n", "\n", " --- under the realm of G97 G127 ---\n", "0.202113153747\n", "\n", " --- under the realm of G97 G128 ---\n", "0.201049782278\n", "\n", " --- under the realm of G97 G129 ---\n", "0.200461683611\n", "\n", " --- under the realm of G97 G130 ---\n", "0.197990187663\n", "\n", " --- under the realm of G97 G131 ---\n", "0.197759494243\n", "\n", " --- under the realm of G97 G132 ---\n", "0.199241772524\n", "\n", " --- under the realm of G97 G133 ---\n", "0.207641711714\n", "\n", " --- under the realm of G97 G134 ---\n", "0.207742881954\n", "\n", " --- under the realm of G97 G135 ---\n", "0.207692296834\n", "\n", " --- under the realm of G97 G136 ---\n", "0.209229766407\n", "\n", " --- under the realm of G97 G137 ---\n", "0.208818544525\n", "\n", " --- under the realm of G97 G138 ---\n", "0.20823012812\n", "\n", " --- under the realm of G97 G139 ---\n", "0.20828071324\n", "\n", " --- under the realm of G97 G140 ---\n", "0.205408443127\n", "\n", " --- under the realm of G97 G141 ---\n", "0.186877540543\n", "\n", " --- under the realm of G97 G142 ---\n", "0.186968593759\n", "\n", " --- under the realm of G97 G143 ---\n", "0.188306789766\n", "\n", " --- under the realm of G97 G144 ---\n", "0.18404416817\n", "\n", " --- under the realm of G97 G145 ---\n", "0.218996866629\n", "\n", " --- under the realm of G97 G146 ---\n", "0.219591159334\n", "\n", " --- under the realm of G97 G147 ---\n", "0.219725996534\n", "\n", " --- under the realm of G97 G148 ---\n", "0.220214448402\n", "\n", " --- under the realm of G97 G149 ---\n", "0.219722730463\n", "\n", " --- under the realm of G97 G150 ---\n", "0.218753872091\n", "\n", " --- under the realm of G97 G151 ---\n", "0.219752210059\n", "\n", " --- under the realm of G97 G152 ---\n", "0.218753849947\n", "\n", " --- under the realm of G97 G153 ---\n", "0.218389055588\n", "\n", " --- under the realm of G97 G154 ---\n", "0.21843238365\n", "\n", " --- under the realm of G97 G155 ---\n", "0.218939167062\n", "\n", " --- under the realm of G97 G156 ---\n", "0.218393176599\n", "\n", " --- under the realm of G97 G157 ---\n", "0.220144347581\n", "\n", " --- under the realm of G97 G158 ---\n", "0.205607638376\n", "\n", " --- under the realm of G97 G159 ---\n", "0.201863356688\n", "\n", " --- under the realm of G97 G160 ---\n", "0.20398952382\n", "\n", " --- under the realm of G97 G161 ---\n", "0.204185781671\n", "\n", " --- under the realm of G97 G162 ---\n", "0.204720492818\n", "\n", " --- under the realm of G97 G163 ---\n", "0.203159389485\n", "\n", " --- under the realm of G97 G164 ---\n", "0.20369393662\n", "\n", " --- under the realm of G97 G165 ---\n", "0.210662846192\n", "\n", " --- under the realm of G97 G166 ---\n", "0.208861685117\n", "\n", " --- under the realm of G97 G167 ---\n", "0.187565440898\n", "\n", " --- under the realm of G97 G168 ---\n", "0.188775800331\n", "\n", " --- under the realm of G97 G169 ---\n", "0.221441131939\n", "\n", " --- under the realm of G97 G170 ---\n", "0.221945102515\n", "\n", " --- under the realm of G97 G171 ---\n", "0.222347283686\n", "\n", " --- under the realm of G97 G172 ---\n", "0.22222611851\n", "\n", " --- under the realm of G97 G173 ---\n", "0.217239385783\n", "\n", " --- under the realm of G97 G174 ---\n", "0.221567929241\n", "\n", " --- under the realm of G97 G175 ---\n", "0.221561990931\n", "\n", " --- under the realm of G97 G176 ---\n", "0.221815675925\n", "\n", " --- under the realm of G97 G177 ---\n", "0.221548403231\n", "\n", " --- under the realm of G97 G178 ---\n", "0.221564960086\n", "\n", " --- under the realm of G97 G179 ---\n", "0.220679941116\n", "\n", " --- under the realm of G97 G180 ---\n", "0.214982835143\n", "\n", " --- under the realm of G97 G181 ---\n", "0.21351776551\n", "\n", " --- under the realm of G97 G182 ---\n", "0.213526087683\n", "\n", " --- under the realm of G97 G183 ---\n", "0.213558000016\n", "\n", " --- under the realm of G97 G184 ---\n", "0.211687063228\n", "--- marginalized kernel matrix of size 185 built in 430.79289865493774 seconds ---\n", "\n", " --- under the realm of G98 G98 ---\n", "0.196016218483\n", "\n", " --- under the realm of G98 G99 ---\n", "0.194751603583\n", "\n", " --- under the realm of G98 G100 ---\n", "0.192091881878\n", "\n", " --- under the realm of G98 G101 ---\n", "0.193420226906\n", "\n", " --- under the realm of G98 G102 ---\n", "0.1924918393\n", "\n", " --- under the realm of G98 G103 ---\n", "0.192589449497\n", "\n", " --- under the realm of G98 G104 ---\n", "0.201174788045\n", "\n", " --- under the realm of G98 G105 ---\n", "0.203668750994\n", "\n", " --- under the realm of G98 G106 ---\n", "0.203727278358\n", "\n", " --- under the realm of G98 G107 ---\n", "0.204252682083\n", "\n", " --- under the realm of G98 G108 ---\n", "0.203498884548\n", "\n", " --- under the realm of G98 G109 ---\n", "0.204558542413\n", "\n", " --- under the realm of G98 G110 ---\n", "0.20485525735\n", "\n", " --- under the realm of G98 G111 ---\n", "0.203432937623\n", "\n", " --- under the realm of G98 G112 ---\n", "0.204194154719\n", "\n", " --- under the realm of G98 G113 ---\n", "0.174936728916\n", "\n", " --- under the realm of G98 G114 ---\n", "0.217560497403\n", "\n", " --- under the realm of G98 G115 ---\n", "0.217551013605\n", "\n", " --- under the realm of G98 G116 ---\n", "0.217593766356\n", "\n", " --- under the realm of G98 G117 ---\n", "0.217952136264\n", "\n", " --- under the realm of G98 G118 ---\n", "0.218089746446\n", "\n", " --- under the realm of G98 G119 ---\n", "0.217985420816\n", "\n", " --- under the realm of G98 G120 ---\n", "0.216480896023\n", "\n", " --- under the realm of G98 G121 ---\n", "0.217627035132\n", "\n", " --- under the realm of G98 G122 ---\n", "0.21812303891\n", "\n", " --- under the realm of G98 G123 ---\n", "0.21861976198\n", "\n", " --- under the realm of G98 G124 ---\n", "0.218458158719\n", "\n", " --- under the realm of G98 G125 ---\n", "0.216078648431\n", "\n", " --- under the realm of G98 G126 ---\n", "0.218028746107\n", "\n", " --- under the realm of G98 G127 ---\n", "0.202168869285\n", "\n", " --- under the realm of G98 G128 ---\n", "0.201078669091\n", "\n", " --- under the realm of G98 G129 ---\n", "0.20051362437\n", "\n", " --- under the realm of G98 G130 ---\n", "0.198049151884\n", "\n", " --- under the realm of G98 G131 ---\n", "0.1977974756\n", "\n", " --- under the realm of G98 G132 ---\n", "0.199280094356\n", "\n", " --- under the realm of G98 G133 ---\n", "0.207733959022\n", "\n", " --- under the realm of G98 G134 ---\n", "0.207838007669\n", "\n", " --- under the realm of G98 G135 ---\n", "0.207785983346\n", "\n", " --- under the realm of G98 G136 ---\n", "0.209315810434\n", "\n", " --- under the realm of G98 G137 ---\n", "0.208909252588\n", "\n", " --- under the realm of G98 G138 ---\n", "0.208321605805\n", "\n", " --- under the realm of G98 G139 ---\n", "0.208373630129\n", "\n", " --- under the realm of G98 G140 ---\n", "0.205495992209\n", "\n", " --- under the realm of G98 G141 ---\n", "0.18696056312\n", "\n", " --- under the realm of G98 G142 ---\n", "0.187054206902\n", "\n", " --- under the realm of G98 G143 ---\n", "0.188384229391\n", "\n", " --- under the realm of G98 G144 ---\n", "0.184105574094\n", "\n", " --- under the realm of G98 G145 ---\n", "0.219081534612\n", "\n", " --- under the realm of G98 G146 ---\n", "0.219672668875\n", "\n", " --- under the realm of G98 G147 ---\n", "0.219815341253\n", "\n", " --- under the realm of G98 G148 ---\n", "0.220291668099\n", "\n", " --- under the realm of G98 G149 ---\n", "0.219812237433\n", "\n", " --- under the realm of G98 G150 ---\n", "0.218836836957\n", "\n", " --- under the realm of G98 G151 ---\n", "0.2198452833\n", "\n", " --- under the realm of G98 G152 ---\n", "0.218836817775\n", "\n", " --- under the realm of G98 G153 ---\n", "0.218477329857\n", "\n", " --- under the realm of G98 G154 ---\n", "0.218523374572\n", "\n", " --- under the realm of G98 G155 ---\n", "0.219019375925\n", "\n", " --- under the realm of G98 G156 ---\n", "0.218481210984\n", "\n", " --- under the realm of G98 G157 ---\n", "0.220217754627\n", "\n", " --- under the realm of G98 G158 ---\n", "0.205673367953\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- under the realm of G98 G159 ---\n", "0.201934441981\n", "\n", " --- under the realm of G98 G160 ---\n", "0.204042174776\n", "\n", " --- under the realm of G98 G161 ---\n", "0.204255631412\n", "\n", " --- under the realm of G98 G162 ---\n", "0.204769375982\n", "\n", " --- under the realm of G98 G163 ---\n", "0.203221064652\n", "\n", " --- under the realm of G98 G164 ---\n", "0.203734661647\n", "\n", " --- under the realm of G98 G165 ---\n", "0.210755053726\n", "\n", " --- under the realm of G98 G166 ---\n", "0.208952939797\n", "\n", " --- under the realm of G98 G167 ---\n", "0.187640915968\n", "\n", " --- under the realm of G98 G168 ---\n", "0.188847189415\n", "\n", " --- under the realm of G98 G169 ---\n", "0.221526559224\n", "\n", " --- under the realm of G98 G170 ---\n", "0.222023094659\n", "\n", " --- under the realm of G98 G171 ---\n", "0.22244234558\n", "\n", " --- under the realm of G98 G172 ---\n", "0.222309219209\n", "\n", " --- under the realm of G98 G173 ---\n", "0.217327683212\n", "\n", " --- under the realm of G98 G174 ---\n", "0.221660213494\n", "\n", " --- under the realm of G98 G175 ---\n", "0.221654570184\n", "\n", " --- under the realm of G98 G176 ---\n", "0.221898643249\n", "\n", " --- under the realm of G98 G177 ---\n", "0.221641847123\n", "\n", " --- under the realm of G98 G178 ---\n", "0.221657391839\n", "\n", " --- under the realm of G98 G179 ---\n", "0.220766694243\n", "\n", " --- under the realm of G98 G180 ---\n", "0.215078891201\n", "\n", " --- under the realm of G98 G181 ---\n", "0.213615751093\n", "\n", " --- under the realm of G98 G182 ---\n", "0.213624081665\n", "\n", " --- under the realm of G98 G183 ---\n", "0.21365721053\n", "\n", " --- under the realm of G98 G184 ---\n", "0.211781350073\n", "--- marginalized kernel matrix of size 185 built in 435.10396933555603 seconds ---\n", "\n", " --- under the realm of G99 G99 ---\n", "0.193775957217\n", "\n", " --- under the realm of G99 G100 ---\n", "0.191583432895\n", "\n", " --- under the realm of G99 G101 ---\n", "0.192678646078\n", "\n", " --- under the realm of G99 G102 ---\n", "0.191917590501\n", "\n", " --- under the realm of G99 G103 ---\n", "0.191988111258\n", "\n", " --- under the realm of G99 G104 ---\n", "0.19881403562\n", "\n", " --- under the realm of G99 G105 ---\n", "0.201144625033\n", "\n", " --- under the realm of G99 G106 ---\n", "0.201196672608\n", "\n", " --- under the realm of G99 G107 ---\n", "0.201707310906\n", "\n", " --- under the realm of G99 G108 ---\n", "0.200997739234\n", "\n", " --- under the realm of G99 G109 ---\n", "0.202\n", "\n", " --- under the realm of G99 G110 ---\n", "0.202285019096\n", "\n", " --- under the realm of G99 G111 ---\n", "0.200939672558\n", "\n", " --- under the realm of G99 G112 ---\n", "0.201655263331\n", "\n", " --- under the realm of G99 G113 ---\n", "0.173231432491\n", "\n", " --- under the realm of G99 G114 ---\n", "0.215277348145\n", "\n", " --- under the realm of G99 G115 ---\n", "0.215270822328\n", "\n", " --- under the realm of G99 G116 ---\n", "0.215301854474\n", "\n", " --- under the realm of G99 G117 ---\n", "0.215604946178\n", "\n", " --- under the realm of G99 G118 ---\n", "0.215726288569\n", "\n", " --- under the realm of G99 G119 ---\n", "0.215629452507\n", "\n", " --- under the realm of G99 G120 ---\n", "0.214407150565\n", "\n", " --- under the realm of G99 G121 ---\n", "0.215326360804\n", "\n", " --- under the realm of G99 G122 ---\n", "0.215750794898\n", "\n", " --- under the realm of G99 G123 ---\n", "0.216175228992\n", "\n", " --- under the realm of G99 G124 ---\n", "0.216036706979\n", "\n", " --- under the realm of G99 G125 ---\n", "0.214071277014\n", "\n", " --- under the realm of G99 G126 ---\n", "0.215660978326\n", "\n", " --- under the realm of G99 G127 ---\n", "0.199944846051\n", "\n", " --- under the realm of G99 G128 ---\n", "0.199486407623\n", "\n", " --- under the realm of G99 G129 ---\n", "0.198998830409\n", "\n", " --- under the realm of G99 G130 ---\n", "0.196973843915\n", "\n", " --- under the realm of G99 G131 ---\n", "0.196838786442\n", "\n", " --- under the realm of G99 G132 ---\n", "0.198052364172\n", "\n", " --- under the realm of G99 G133 ---\n", "0.205096617343\n", "\n", " --- under the realm of G99 G134 ---\n", "0.205189146366\n", "\n", " --- under the realm of G99 G135 ---\n", "0.205142881854\n", "\n", " --- under the realm of G99 G136 ---\n", "0.206617283951\n", "\n", " --- under the realm of G99 G137 ---\n", "0.206216183147\n", "\n", " --- under the realm of G99 G138 ---\n", "0.205656400245\n", "\n", " --- under the realm of G99 G139 ---\n", "0.205702664756\n", "\n", " --- under the realm of G99 G140 ---\n", "0.203007948045\n", "\n", " --- under the realm of G99 G141 ---\n", "0.184586955609\n", "\n", " --- under the realm of G99 G142 ---\n", "0.184670231729\n", "\n", " --- under the realm of G99 G143 ---\n", "0.185955555556\n", "\n", " --- under the realm of G99 G144 ---\n", "0.182038073908\n", "\n", " --- under the realm of G99 G145 ---\n", "0.216817786442\n", "\n", " --- under the realm of G99 G146 ---\n", "0.217305726374\n", "\n", " --- under the realm of G99 G147 ---\n", "0.217408510918\n", "\n", " --- under the realm of G99 G148 ---\n", "0.2178125573\n", "\n", " --- under the realm of G99 G149 ---\n", "0.217406263291\n", "\n", " --- under the realm of G99 G150 ---\n", "0.21662058563\n", "\n", " --- under the realm of G99 G151 ---\n", "0.217430566615\n", "\n", " --- under the realm of G99 G152 ---\n", "0.216620573629\n", "\n", " --- under the realm of G99 G153 ---\n", "0.216320063849\n", "\n", " --- under the realm of G99 G154 ---\n", 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G99 G169 ---\n", "0.219056037191\n", "\n", " --- under the realm of G99 G170 ---\n", "0.219469133146\n", "\n", " --- under the realm of G99 G171 ---\n", "0.219790626639\n", "\n", " --- under the realm of G99 G172 ---\n", "0.219693631861\n", "\n", " --- under the realm of G99 G173 ---\n", "0.214660120732\n", "\n", " --- under the realm of G99 G174 ---\n", "0.219152189551\n", "\n", " --- under the realm of G99 G175 ---\n", "0.219148102955\n", "\n", " --- under the realm of G99 G176 ---\n", "0.219361077483\n", "\n", " --- under the realm of G99 G177 ---\n", "0.219139451477\n", "\n", " --- under the realm of G99 G178 ---\n", "0.219150146253\n", "\n", " --- under the realm of G99 G179 ---\n", "0.218433170894\n", "\n", " --- under the realm of G99 G180 ---\n", "0.212210646817\n", "\n", " --- under the realm of G99 G181 ---\n", "0.210819542174\n", "\n", " --- under the realm of G99 G182 ---\n", "0.210826472575\n", "\n", " --- under the realm of G99 G183 ---\n", "0.210856577249\n", "\n", " --- under the realm of G99 G184 ---\n", "0.209108165682\n", "--- marginalized kernel matrix of size 185 built in 439.4360194206238 seconds ---\n", "\n", " --- under the realm of G100 G100 ---\n", "0.191653348157\n", "\n", " --- under the realm of G100 G101 ---\n", "0.191616385612\n", "\n", " --- under the realm of G100 G102 ---\n", "0.191588566702\n", "\n", " --- under the realm of G100 G103 ---\n", "0.191704013473\n", "\n", " --- under the realm of G100 G104 ---\n", "0.194253549978\n", "\n", " --- under the realm of G100 G105 ---\n", "0.196138937407\n", "\n", " --- under the realm of G100 G106 ---\n", "0.196188536756\n", "\n", " --- under the realm of G100 G107 ---\n", "0.196546475993\n", "\n", " --- under the realm of G100 G108 ---\n", "0.195986944307\n", "\n", " --- under the realm of G100 G109 ---\n", "0.196763945119\n", "\n", " --- under the realm of G100 G110 ---\n", "0.196972839096\n", "\n", " --- under the realm of G100 G111 ---\n", "0.195929943152\n", "\n", " --- under the realm of G100 G112 ---\n", "0.196496876644\n", "\n", " --- under the realm of G100 G113 ---\n", "0.169456790123\n", "\n", " --- under the realm of G100 G114 ---\n", "0.210952443548\n", "\n", " --- under the realm of G100 G115 ---\n", "0.21094077386\n", "\n", " --- under the realm of G100 G116 ---\n", "0.210991027505\n", "\n", " --- under the realm of G100 G117 ---\n", "0.210884052133\n", "\n", " --- under the realm of G100 G118 ---\n", "0.210782345987\n", "\n", " --- under the realm of G100 G119 ---\n", "0.210922645756\n", "\n", " --- under the realm of G100 G120 ---\n", "0.210746181294\n", "\n", " --- under the realm of G100 G121 ---\n", "0.211029611343\n", "\n", " --- under the realm of G100 G122 ---\n", "0.210820944521\n", "\n", " --- under the realm of G100 G123 ---\n", "0.21061812529\n", "\n", " --- under the realm of G100 G124 ---\n", "0.210689937723\n", "\n", " --- under the realm of G100 G125 ---\n", "0.210808427672\n", "\n", " --- under the realm of G100 G126 ---\n", "0.210973359284\n", "\n", " --- under the realm of G100 G127 ---\n", "0.1949356187\n", "\n", " --- under the realm of G100 G128 ---\n", "0.195701840294\n", "\n", " --- under the realm of G100 G129 ---\n", "0.195988898918\n", "\n", " --- under the realm of G100 G130 ---\n", "0.195970696371\n", "\n", " --- under the realm of G100 G131 ---\n", "0.195349112864\n", "\n", " --- under the realm of G100 G132 ---\n", "0.195417483483\n", "\n", " --- under the realm of G100 G133 ---\n", "0.199918514804\n", "\n", " --- under the realm of G100 G134 ---\n", "0.200006691425\n", "\n", " --- under the realm of G100 G135 ---\n", "0.199962603114\n", "\n", " --- under the realm of G100 G136 ---\n", "0.201029639626\n", "\n", " --- under the realm of G100 G137 ---\n", "0.200764670273\n", "\n", " --- under the realm of G100 G138 ---\n", "0.200341592539\n", "\n", " --- under the realm of G100 G139 ---\n", "0.200385680849\n", "\n", " --- under the realm of G100 G140 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.198221358265\n", "\n", " --- under the realm of G100 G141 ---\n", "0.179926663323\n", "\n", " --- under the realm of G100 G142 ---\n", "0.180006022282\n", "\n", " --- under the realm of G100 G143 ---\n", "0.180926675664\n", "\n", " --- under the realm of G100 G144 ---\n", "0.177531243481\n", "\n", " --- under the realm of G100 G145 ---\n", "0.212712596026\n", "\n", " --- under the realm of G100 G146 ---\n", "0.212690312604\n", "\n", " --- under the realm of G100 G147 ---\n", "0.212858935166\n", "\n", " --- under the realm of G100 G148 ---\n", "0.212705851673\n", "\n", " --- under the realm of G100 G149 ---\n", "0.212855375174\n", "\n", " --- under the realm of G100 G150 ---\n", "0.21266490864\n", "\n", " --- under the realm of G100 G151 ---\n", "0.212893660715\n", "\n", " --- under the realm of G100 G152 ---\n", "0.212664879785\n", "\n", " --- under the realm of G100 G153 ---\n", "0.212723944205\n", "\n", " --- under the realm of G100 G154 ---\n", "0.212778298786\n", "\n", " --- under the realm of G100 G155 ---\n", "0.212639481542\n", "\n", " --- under the realm of G100 G156 ---\n", "0.212728632353\n", "\n", " --- under the realm of G100 G157 ---\n", "0.212618518483\n", "\n", " --- under the realm of G100 G158 ---\n", "0.198187213624\n", "\n", " --- under the realm of G100 G159 ---\n", "0.199137559303\n", "\n", " --- under the realm of G100 G160 ---\n", "0.198998904939\n", "\n", " --- under the realm of G100 G161 ---\n", "0.199249123698\n", "\n", " --- under the realm of G100 G162 ---\n", "0.198988214131\n", "\n", " --- under the realm of G100 G163 ---\n", "0.198833265927\n", "\n", " --- under the realm of G100 G164 ---\n", "0.198572471626\n", "\n", " --- under the realm of G100 G165 ---\n", "0.202732555771\n", "\n", " --- under the realm of G100 G166 ---\n", "0.201395582215\n", "\n", " --- under the realm of G100 G167 ---\n", "0.181246461607\n", "\n", " --- under the realm of G100 G168 ---\n", "0.182066740277\n", "\n", " --- under the realm of G100 G169 ---\n", "0.214260610825\n", "\n", " --- under the realm of G100 G170 ---\n", "0.214196588955\n", "\n", " --- under the realm of G100 G171 ---\n", "0.214474372027\n", "\n", " --- under the realm of G100 G172 ---\n", "0.214318722204\n", "\n", " --- under the realm of G100 G173 ---\n", "0.209293677546\n", "\n", " --- under the realm of G100 G174 ---\n", "0.214418791944\n", "\n", " --- under the realm of G100 G175 ---\n", "0.214412319231\n", "\n", " --- under the realm of G100 G176 ---\n", "0.214266010112\n", "\n", " --- under the realm of G100 G177 ---\n", "0.214396421143\n", "\n", " --- under the realm of G100 G178 ---\n", "0.214415555588\n", "\n", " --- under the realm of G100 G179 ---\n", "0.214237489401\n", "\n", " --- under the realm of G100 G180 ---\n", "0.20644366259\n", "\n", " --- under the realm of G100 G181 ---\n", "0.205385105816\n", "\n", " --- under the realm of G100 G182 ---\n", "0.205393048625\n", "\n", " --- under the realm of G100 G183 ---\n", "0.205419903829\n", "\n", " --- under the realm of G100 G184 ---\n", "0.203992672303\n", "--- marginalized kernel matrix of size 185 built in 443.64647579193115 seconds ---\n", "\n", " --- under the realm of G101 G101 ---\n", "0.192146292787\n", "\n", " --- under the realm of G101 G102 ---\n", "0.191751475735\n", "\n", " --- under the realm of G101 G103 ---\n", "0.191843962138\n", "\n", " --- under the realm of G101 G104 ---\n", "0.196528181124\n", "\n", " --- under the realm of G101 G105 ---\n", "0.198636741081\n", "\n", " --- under the realm of G101 G106 ---\n", "0.198687576301\n", "\n", " --- under the realm of G101 G107 ---\n", "0.199122256451\n", "\n", " --- under the realm of G101 G108 ---\n", "0.198487421447\n", "\n", " --- under the realm of G101 G109 ---\n", "0.199377534177\n", "\n", " --- under the realm of G101 G110 ---\n", "0.199624613354\n", "\n", " --- under the realm of G101 G111 ---\n", "0.198429892968\n", "\n", " --- under the realm of G101 G112 ---\n", "0.19907142123\n", "\n", " --- under the realm of G101 G113 ---\n", "0.171342468761\n", "\n", " --- under the realm of G101 G114 ---\n", "0.213109997784\n", "\n", " --- under the realm of G101 G115 ---\n", "0.213100909954\n", "\n", " --- under the realm of G101 G116 ---\n", "0.213141486823\n", "\n", " --- under the realm of G101 G117 ---\n", "0.213240009193\n", "\n", " --- under the realm of G101 G118 ---\n", "0.213250312221\n", "\n", " --- under the realm of G101 G119 ---\n", "0.213271501904\n", "\n", " --- under the realm of G101 G120 ---\n", "0.212571394079\n", "\n", " --- under the realm of G101 G121 ---\n", "0.213172975587\n", "\n", " --- under the realm of G101 G122 ---\n", "0.21328180699\n", "\n", " --- under the realm of G101 G123 ---\n", "0.213393562587\n", "\n", " --- under the realm of G101 G124 ---\n", "0.213359717506\n", "\n", " --- under the realm of G101 G125 ---\n", "0.212434114656\n", "\n", " --- under the realm of G101 G126 ---\n", "0.213312616295\n", "\n", " --- 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marginalized kernel matrix of size 185 built in 447.81636095046997 seconds ---\n", "\n", " --- under the realm of G102 G102 ---\n", "0.191597796077\n", "\n", " --- under the realm of G102 G103 ---\n", "0.191698788352\n", "\n", " --- under the realm of G102 G104 ---\n", "0.194913662804\n", "\n", " --- under the realm of G102 G105 ---\n", "0.196869207263\n", "\n", " --- under the realm of G102 G106 ---\n", "0.196917704644\n", "\n", " --- under the realm of G102 G107 ---\n", "0.197305973457\n", "\n", " --- under the realm of G102 G108 ---\n", "0.196721195364\n", "\n", " --- under the realm of G102 G109 ---\n", "0.19753766732\n", "\n", " --- under the realm of G102 G110 ---\n", "0.197760865154\n", "\n", " --- under the realm of G102 G111 ---\n", "0.196665539032\n", "\n", " --- under the realm of G102 G112 ---\n", "0.197257476076\n", "\n", " --- under the realm of G102 G113 ---\n", "0.170028120339\n", "\n", " --- under the realm of G102 G114 ---\n", "0.211572116081\n", "\n", " --- under the realm of G102 G115 ---\n", "0.211560867196\n", "\n", " --- under the realm of G102 G116 ---\n", "0.211604320113\n", "\n", " --- under the realm of G102 G117 ---\n", "0.211576343867\n", "\n", " --- under the realm of G102 G118 ---\n", "0.211520918362\n", "\n", " --- under the realm of G102 G119 ---\n", "0.211608564463\n", "\n", " --- under the realm of G102 G120 ---\n", "0.211260948359\n", "\n", " --- under the realm of G102 G121 ---\n", "0.211636523861\n", "\n", " --- under the realm of G102 G122 ---\n", "0.211553147428\n", "\n", " --- under the realm of G102 G123 ---\n", "0.211474208143\n", "\n", " --- under the realm of G102 G124 ---\n", "0.211503624828\n", "\n", " --- under the realm of G102 G125 ---\n", "0.211249112087\n", "\n", " --- under the realm of G102 G126 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.21165264734\n", "\n", " --- under the realm of G102 G127 ---\n", "0.195704330732\n", "\n", " --- under the realm of G102 G128 ---\n", 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--- under the realm of G102 G172 ---\n", "0.215115353877\n", "\n", " --- under the realm of G102 G173 ---\n", "0.210081616623\n", "\n", " --- under the realm of G102 G174 ---\n", "0.21509745139\n", "\n", " --- under the realm of G102 G175 ---\n", "0.215090816207\n", "\n", " --- under the realm of G102 G176 ---\n", "0.215015557068\n", "\n", " --- under the realm of G102 G177 ---\n", "0.215075690247\n", "\n", " --- under the realm of G102 G178 ---\n", "0.215094133799\n", "\n", " --- under the realm of G102 G179 ---\n", "0.214830735426\n", "\n", " --- under the realm of G102 G180 ---\n", "0.207291243753\n", "\n", " --- under the realm of G102 G181 ---\n", "0.206173286923\n", "\n", " --- under the realm of G102 G182 ---\n", "0.20618111288\n", "\n", " --- under the realm of G102 G183 ---\n", "0.206207390477\n", "\n", " --- under the realm of G102 G184 ---\n", "0.204730787219\n", "--- marginalized kernel matrix of size 185 built in 451.99212622642517 seconds ---\n", "\n", " --- under the realm of G103 G103 ---\n", "0.191813929053\n", "\n", " --- under the realm of G103 G104 ---\n", "0.195147929587\n", "\n", " --- under the realm of G103 G105 ---\n", "0.197110124191\n", "\n", " --- under the realm of G103 G106 ---\n", "0.197161183887\n", "\n", " --- under the realm of G103 G107 ---\n", "0.19753863448\n", "\n", " --- under the realm of G103 G108 ---\n", "0.19695501438\n", "\n", " --- under the realm of G103 G109 ---\n", "0.19776664477\n", "\n", " --- under the realm of G103 G110 ---\n", "0.197986032215\n", "\n", " --- under the realm of G103 G111 ---\n", "0.196896525266\n", "\n", " --- under the realm of G103 G112 ---\n", "0.197487574784\n", "\n", " --- under the realm of G103 G113 ---\n", "0.170157764782\n", "\n", " --- under the realm of G103 G114 ---\n", "0.211807611264\n", "\n", " --- under the realm of G103 G115 ---\n", "0.211796253576\n", "\n", " --- under the realm of G103 G116 ---\n", "0.211846461768\n", "\n", " --- under the realm of G103 G117 ---\n", 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---\n", "0.213591737738\n", "\n", " --- under the realm of G103 G147 ---\n", "0.213759239906\n", "\n", " --- under the realm of G103 G148 ---\n", "0.213684228938\n", "\n", " --- under the realm of G103 G149 ---\n", "0.21375582461\n", "\n", " --- under the realm of G103 G150 ---\n", "0.213460706277\n", "\n", " --- under the realm of G103 G151 ---\n", "0.213794205348\n", "\n", " --- under the realm of G103 G152 ---\n", "0.213460678991\n", "\n", " --- under the realm of G103 G153 ---\n", "0.213466136034\n", "\n", " --- under the realm of G103 G154 ---\n", "0.213520164012\n", "\n", " --- under the realm of G103 G155 ---\n", "0.213461759739\n", "\n", " --- under the realm of G103 G156 ---\n", "0.213470682239\n", "\n", " --- under the realm of G103 G157 ---\n", "0.213597577142\n", "\n", " --- under the realm of G103 G158 ---\n", "0.199150853565\n", "\n", " --- under the realm of G103 G159 ---\n", "0.199492216043\n", "\n", " --- under the realm of G103 G160 ---\n", "0.199643311761\n", "\n", " --- under the realm of G103 G161 ---\n", "0.199893042173\n", "\n", " --- under the realm of G103 G162 ---\n", "0.199726980254\n", "\n", " --- under the realm of G103 G163 ---\n", "0.199401169968\n", "\n", " --- under the realm of G103 G164 ---\n", "0.19923515629\n", "\n", " --- under the realm of G103 G165 ---\n", "0.203767396002\n", "\n", " --- under the realm of G103 G166 ---\n", "0.202372683127\n", "\n", " --- under the realm of G103 G167 ---\n", "0.182071748389\n", "\n", " --- under the realm of G103 G168 ---\n", "0.182937555059\n", "\n", " --- under the realm of G103 G169 ---\n", "0.215198996088\n", "\n", " --- under the realm of G103 G170 ---\n", "0.215205516416\n", "\n", " --- under the realm of G103 G171 ---\n", "0.2155060175\n", "\n", " --- under the realm of G103 G172 ---\n", "0.215350321105\n", "\n", " --- under the realm of G103 G173 ---\n", "0.210333750694\n", "\n", " --- under the realm of G103 G174 ---\n", "0.215356026977\n", "\n", " --- under the realm of G103 G175 ---\n", "0.215349817347\n", "\n", " --- under the realm of G103 G176 ---\n", "0.215251284746\n", "\n", " --- under the realm of G103 G177 ---\n", "0.215334300386\n", "\n", " --- under the realm of G103 G178 ---\n", "0.215352922162\n", "\n", " --- under the realm of G103 G179 ---\n", "0.21507985112\n", "\n", " --- under the realm of G103 G180 ---\n", "0.207555938787\n", "\n", " --- under the realm of G103 G181 ---\n", "0.206448210699\n", "\n", " --- under the realm of G103 G182 ---\n", "0.20645618986\n", "\n", " --- under the realm of G103 G183 ---\n", "0.206484069962\n", "\n", " --- under the realm of G103 G184 ---\n", "0.204999853805\n", "--- marginalized kernel matrix of size 185 built in 456.09091877937317 seconds ---\n", "\n", " --- under the realm of G104 G104 ---\n", "0.237627179243\n", "\n", " --- under the realm of G104 G105 ---\n", "0.239570298165\n", "\n", " --- under the realm of G104 G106 ---\n", "0.23964758452\n", "\n", " --- under the realm of G104 G107 ---\n", 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realm of G104 G121 ---\n", "0.237503571359\n", "\n", " --- under the realm of G104 G122 ---\n", "0.238246675027\n", "\n", " --- under the realm of G104 G123 ---\n", "0.238989778695\n", "\n", " --- under the realm of G104 G124 ---\n", "0.238751023035\n", "\n", " --- under the realm of G104 G125 ---\n", "0.234720376262\n", "\n", " --- under the realm of G104 G126 ---\n", "0.238163656992\n", "\n", " --- under the realm of G104 G127 ---\n", "0.215090800826\n", "\n", " --- under the realm of G104 G128 ---\n", "0.209620739488\n", "\n", " --- under the realm of G104 G129 ---\n", "0.208799635809\n", "\n", " --- under the realm of G104 G130 ---\n", "0.204539709914\n", "\n", " --- under the realm of G104 G131 ---\n", "0.203853743719\n", "\n", " --- under the realm of G104 G132 ---\n", "0.206439870701\n", "\n", " --- under the realm of G104 G133 ---\n", "0.243566584687\n", "\n", " --- under the realm of G104 G134 ---\n", "0.243703982537\n", "\n", " --- under the realm of G104 G135 ---\n", "0.243635283646\n", "\n", " --- under the realm of G104 G136 ---\n", "0.244383340343\n", "\n", " --- under the realm of G104 G137 ---\n", "0.244279134594\n", "\n", " --- under the realm of G104 G138 ---\n", "0.243922110264\n", "\n", " --- under the realm of G104 G139 ---\n", "0.243990814652\n", "\n", " --- under the realm of G104 G140 ---\n", "0.24180061333\n", "\n", " --- under the realm of G104 G141 ---\n", "0.222147275069\n", "\n", " --- under the realm of G104 G142 ---\n", "0.222271569749\n", "\n", " --- under the realm of G104 G143 ---\n", "0.22297086246\n", "\n", " --- under the realm of G104 G144 ---\n", "0.219841725509\n", "\n", " --- under the realm of G104 G145 ---\n", "0.2398076887\n", "\n", " --- under the realm of G104 G146 ---\n", "0.240812846325\n", "\n", " --- under the realm of G104 G147 ---\n", "0.241155227328\n", "\n", " --- under the realm of G104 G148 ---\n", "0.241888638888\n", "\n", " --- under the realm of G104 G149 ---\n", "0.241147222981\n", "\n", " --- under the realm of G104 G150 ---\n", "0.2393590837\n", "\n", " --- under the realm of G104 G151 ---\n", "0.241219845587\n", "\n", " --- under the realm of G104 G152 ---\n", "0.239359002758\n", "\n", " --- under the realm of G104 G153 ---\n", "0.23876709092\n", "\n", " --- under the realm of G104 G154 ---\n", "0.238877046436\n", "\n", " --- under the realm of G104 G155 ---\n", "0.239661924517\n", "\n", " --- under the realm of G104 G156 ---\n", "0.238777872627\n", "\n", " --- under the realm of G104 G157 ---\n", "0.241710966855\n", "\n", " --- under the realm of G104 G158 ---\n", "0.220685733558\n", "\n", " --- under the realm of G104 G159 ---\n", "0.211110539929\n", "\n", " --- under the realm of G104 G160 ---\n", "0.214681138714\n", "\n", " --- under the realm of G104 G161 ---\n", "0.215173835132\n", "\n", " --- under the realm of G104 G162 ---\n", "0.215920293022\n", "\n", " --- under the realm of G104 G163 ---\n", "0.21324231042\n", "\n", " --- under the realm of G104 G164 ---\n", "0.21398876831\n", "\n", " --- under the realm of G104 G165 ---\n", "0.24641409787\n", "\n", " --- under the realm of G104 G166 ---\n", "0.245139303991\n", "\n", " --- under the realm of G104 G167 ---\n", "0.224290369573\n", "\n", " --- under the realm of G104 G168 ---\n", "0.224749360411\n", "\n", " --- under the realm of G104 G169 ---\n", "0.243937816918\n", "\n", " --- under the realm of G104 G170 ---\n", "0.244757195497\n", "\n", " --- under the realm of G104 G171 ---\n", "0.245619688912\n", "\n", " --- under the realm of G104 G172 ---\n", "0.245316926367\n", "\n", " --- under the realm of G104 G173 ---\n", "0.237456516602\n", "\n", " --- under the realm of G104 G174 ---\n", "0.244260433592\n", "\n", " --- under the realm of G104 G175 ---\n", "0.244245880233\n", "\n", " --- under the realm of G104 G176 ---\n", "0.24458213897\n", "\n", " --- under the realm of G104 G177 ---\n", "0.244208910025\n", "\n", " --- under the realm of G104 G178 ---\n", "0.244253156913\n", "\n", " --- under the realm of G104 G179 ---\n", "0.242616138532\n", "\n", " --- under the realm of G104 G180 ---\n", "0.250235375893\n", "\n", " --- under the realm of G104 G181 ---\n", "0.249323704379\n", "\n", " --- under the realm of G104 G182 ---\n", "0.249337436599\n", "\n", " --- under the realm of G104 G183 ---\n", "0.249377314439\n", "\n", " --- under the realm of G104 G184 ---\n", "0.247870953659\n", "--- marginalized kernel matrix of size 185 built in 459.65062379837036 seconds ---\n", "\n", " --- under the realm of G105 G105 ---\n", "0.242190242516\n", "\n", " --- under the realm of G105 G106 ---\n", "0.242271573679\n", "\n", " --- under the realm of G105 G107 ---\n", "0.242704596975\n", "\n", " --- under the realm of G105 G108 ---\n", "0.241943385463\n", "\n", " --- under the realm of G105 G109 ---\n", "0.242983484024\n", "\n", " --- under the realm of G105 G110 ---\n", "0.243249062564\n", "\n", " --- under the realm of G105 G111 ---\n", "0.241850267523\n", "\n", " --- under the realm of G105 G112 ---\n", "0.242623269269\n", "\n", " --- under the realm of G105 G113 ---\n", "0.212606053134\n", "\n", " --- under the realm of G105 G114 ---\n", "0.240666078131\n", "\n", " --- under the realm of G105 G115 ---\n", "0.240640129733\n", "\n", " --- under the realm of G105 G116 ---\n", "0.24074318012\n", "\n", " --- under the realm of G105 G117 ---\n", "0.241369432912\n", "\n", " --- under the realm of G105 G118 ---\n", "0.241581414288\n", "\n", " --- under the realm of G105 G119 ---\n", "0.2414465349\n", "\n", " --- under the realm of G105 G120 ---\n", "0.238527961417\n", "\n", " --- under the realm of G105 G121 ---\n", "0.240820282108\n", "\n", " --- under the realm of G105 G122 ---\n", "0.241658516277\n", "\n", " --- under the realm of G105 G123 ---\n", "0.242496750445\n", "\n", " --- under the realm of G105 G124 ---\n", "0.24222697796\n", "\n", " --- under the realm of G105 G125 ---\n", "0.237792327147\n", "\n", " --- under the realm of G105 G126 ---\n", "0.241550792446\n", "\n", " --- under the realm of G105 G127 ---\n", "0.218247075401\n", "\n", " --- under the realm of G105 G128 ---\n", "0.212408478551\n", "\n", " --- under the realm of G105 G129 ---\n", "0.211475622072\n", "\n", " --- under the realm of G105 G130 ---\n", "0.20680542319\n", "\n", " --- under the realm of G105 G131 ---\n", "0.206133841282\n", "\n", " --- under the realm of G105 G132 ---\n", "0.208964515253\n", "\n", " --- under the realm of G105 G133 ---\n", "0.246363874462\n", "\n", " --- under the realm of G105 G134 ---\n", "0.246508462761\n", "\n", " --- under the realm of G105 G135 ---\n", "0.246436168716\n", "\n", " --- under the realm of G105 G136 ---\n", "0.247774066626\n", "\n", " --- under the realm of G105 G137 ---\n", "0.247476392284\n", "\n", " --- under the realm of G105 G138 ---\n", "0.246920136704\n", "\n", " --- under the realm of G105 G139 ---\n", "0.24699242745\n", "\n", " --- under the realm of G105 G140 ---\n", "0.244000973905\n", "\n", " --- under the realm of G105 G141 ---\n", "0.224721066849\n", "\n", " --- under the realm of G105 G142 ---\n", "0.224852188674\n", "\n", " --- under the realm of G105 G143 ---\n", "0.22603707035\n", "\n", " --- under the realm of G105 G144 ---\n", "0.222104235727\n", "\n", " --- under the realm of G105 G145 ---\n", "0.243098687778\n", "\n", " --- under the realm of G105 G146 ---\n", "0.244204542712\n", "\n", " --- under the realm of G105 G147 ---\n", "0.244556046131\n", "\n", " --- under the realm of G105 G148 ---\n", "0.245379848672\n", "\n", " --- under the realm of G105 G149 ---\n", "0.244548133988\n", "\n", " --- under the realm of G105 G150 ---\n", "0.242613073772\n", "\n", " --- under the realm of G105 G151 ---\n", "0.24462543792\n", "\n", " --- under the realm of G105 G152 ---\n", "0.242613003774\n", "\n", " --- under the realm of G105 G153 ---\n", "0.241957690487\n", "\n", " --- under the realm of G105 G154 ---\n", "0.242070860854\n", "\n", " --- under the realm of G105 G155 ---\n", "0.242947527019\n", "\n", " --- under the realm of G105 G156 ---\n", "0.241968132435\n", "\n", " --- under the realm of G105 G157 ---\n", "0.245197687866\n", "\n", " --- under the realm of G105 G158 ---\n", "0.223946894397\n", "\n", " --- under the realm of G105 G159 ---\n", "0.213565260303\n", "\n", " --- under the realm of G105 G160 ---\n", "0.217493741746\n", "\n", " --- under the realm of G105 G161 ---\n", "0.218007809919\n", "\n", " --- under the realm of G105 G162 ---\n", "0.218855861263\n", "\n", " --- under the realm of G105 G163 ---\n", "0.215942615951\n", "\n", " --- under the realm of G105 G164 ---\n", "0.216790667295\n", "\n", " --- under the realm of G105 G165 ---\n", "0.249363114564\n", "\n", " --- under the realm of G105 G166 ---\n", "0.247545471876\n", "\n", " --- under the realm of G105 G167 ---\n", "0.226038917457\n", "\n", " --- under the realm of G105 G168 ---\n", "0.227049877894\n", "\n", " --- under the realm of G105 G169 ---\n", "0.24740830797\n", "\n", " --- under the realm of G105 G170 ---\n", "0.248313944651\n", "\n", " --- under the realm of G105 G171 ---\n", "0.249228922569\n", "\n", " --- under the realm of G105 G172 ---\n", "0.248911155378\n", "\n", " --- under the realm of G105 G173 ---\n", "0.240991722318\n", "\n", " --- under the realm of G105 G174 ---\n", "0.247738747221\n", "\n", " --- under the realm of G105 G175 ---\n", "0.247724361507\n", "\n", " --- under the realm of G105 G176 ---\n", "0.248113025872\n", "\n", " --- under the realm of G105 G177 ---\n", "0.2476890002\n", "\n", " --- under the realm of G105 G178 ---\n", "0.247731554364\n", "\n", " --- under the realm of G105 G179 ---\n", "0.245961452601\n", "\n", " --- under the realm of G105 G180 ---\n", "0.253782356475\n", "\n", " --- under the realm of G105 G181 ---\n", "0.252385481541\n", "\n", " --- under the realm of G105 G182 ---\n", "0.252397725805\n", "\n", " --- under the realm of G105 G183 ---\n", "0.252442419727\n", "\n", " --- under the realm of G105 G184 ---\n", "0.250445511363\n", "--- marginalized kernel matrix of size 185 built in 463.17454624176025 seconds ---\n", "\n", " --- under the realm of G106 G106 ---\n", "0.24235989637\n", "\n", " --- under the realm of G106 G107 ---\n", "0.242774662847\n", "\n", " --- under the realm of G106 G108 ---\n", "0.242016885934\n", "\n", " --- under the realm of G106 G109 ---\n", "0.243046073543\n", "\n", " --- under the realm of G106 G110 ---\n", "0.243305820492\n", "\n", " --- under the realm of G106 G111 ---\n", "0.241917669319\n", "\n", " --- under the realm of G106 G112 ---\n", "0.242686344561\n", "\n", " --- under the realm of G106 G113 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.212633622755\n", "\n", " --- under the realm of G106 G114 ---\n", "0.240755988975\n", "\n", " --- under the realm of G106 G115 ---\n", "0.240730445416\n", "\n", " --- under the realm of G106 G116 ---\n", "0.240835051297\n", "\n", " --- under the realm of G106 G117 ---\n", "0.241458675508\n", "\n", " --- under the realm of G106 G118 ---\n", "0.241667707722\n", "\n", " --- under the realm of G106 G119 ---\n", "0.241537737829\n", "\n", " --- under the realm of G106 G120 ---\n", "0.238611969085\n", "\n", " --- under the realm of G106 G121 ---\n", "0.240914113618\n", "\n", " --- under the realm of G106 G122 ---\n", "0.241746770043\n", "\n", " --- under the realm of G106 G123 ---\n", "0.242579426469\n", "\n", " --- under the realm of G106 G124 ---\n", "0.242311952432\n", "\n", " --- under the realm of G106 G125 ---\n", "0.237877551581\n", "\n", " --- under the realm of G106 G126 ---\n", "0.241643451232\n", "\n", " --- under the realm of G106 G127 ---\n", "0.218321483822\n", "\n", " --- under the realm of G106 G128 ---\n", "0.212468024853\n", "\n", " --- under the realm of G106 G129 ---\n", "0.211542540552\n", "\n", " --- under the realm of G106 G130 ---\n", "0.206867148203\n", "\n", " --- under the realm of G106 G131 ---\n", "0.20618768283\n", "\n", " --- under the realm of G106 G132 ---\n", "0.209023497816\n", "\n", " --- under the realm of G106 G133 ---\n", "0.24644732078\n", "\n", " --- under the realm of G106 G134 ---\n", "0.246604338524\n", "\n", " --- under the realm of G106 G135 ---\n", "0.24652582967\n", "\n", " --- under the realm of G106 G136 ---\n", "0.247824190962\n", "\n", " --- under the realm of G106 G137 ---\n", "0.247548607353\n", "\n", " --- under the realm of G106 G138 ---\n", "0.246997968065\n", "\n", " --- under the realm of G106 G139 ---\n", "0.24707647285\n", "\n", " --- under the realm of G106 G140 ---\n", "0.244083101484\n", "\n", " --- under the realm of G106 G141 ---\n", "0.22479683384\n", "\n", " --- under the realm of G106 G142 ---\n", "0.224938271662\n", "\n", " --- under the realm of G106 G143 ---\n", "0.226085506291\n", "\n", " --- under the realm of G106 G144 ---\n", "0.222127049876\n", "\n", " --- under the realm of G106 G145 ---\n", "0.243187728498\n", "\n", " --- under the realm of G106 G146 ---\n", "0.244294475567\n", "\n", " --- under the realm of G106 G147 ---\n", "0.244648858216\n", "\n", " --- under the realm of G106 G148 ---\n", "0.245469405088\n", "\n", " --- under the realm of G106 G149 ---\n", "0.244641142547\n", "\n", " --- under the realm of G106 G150 ---\n", "0.242700880911\n", "\n", " --- under the realm of G106 G151 ---\n", "0.244720014305\n", "\n", " --- under the realm of G106 G152 ---\n", "0.242700813868\n", "\n", " --- under the realm of G106 G153 ---\n", "0.242046476658\n", "\n", " --- under the realm of G106 G154 ---\n", "0.242160670929\n", "\n", " --- under the realm of G106 G155 ---\n", "0.243034727437\n", "\n", " --- under the realm of G106 G156 ---\n", "0.242056730507\n", "\n", " --- under the realm of G106 G157 ---\n", "0.245285933782\n", "\n", " --- under the realm of G106 G158 ---\n", "0.224027290229\n", "\n", " --- under the realm of G106 G159 ---\n", "0.213635011526\n", "\n", " --- under the realm of G106 G160 ---\n", "0.217562943558\n", "\n", " --- under the realm of G106 G161 ---\n", "0.218084243299\n", "\n", " --- under the realm of G106 G162 ---\n", "0.218925592664\n", "\n", " --- under the realm of G106 G163 ---\n", "0.216013747686\n", "\n", " --- under the realm of G106 G164 ---\n", "0.216855097051\n", "\n", " --- under the realm of G106 G165 ---\n", "0.249442009271\n", "\n", " --- under the realm of G106 G166 ---\n", "0.247631470572\n", "\n", " --- under the realm of G106 G167 ---\n", "0.22610719207\n", "\n", " --- under the realm of G106 G168 ---\n", "0.227100002468\n", "\n", " --- under the realm of G106 G169 ---\n", "0.247501050729\n", "\n", " --- under the realm of G106 G170 ---\n", "0.248405108566\n", "\n", " --- under the realm of G106 G171 ---\n", "0.249327942566\n", "\n", " --- under the realm of G106 G172 ---\n", "0.249004909669\n", "\n", " --- under the realm of G106 G173 ---\n", "0.241086379977\n", "\n", " --- under the realm of G106 G174 ---\n", "0.247833933048\n", "\n", " --- under the realm of G106 G175 ---\n", "0.24781990456\n", "\n", " --- under the realm of G106 G176 ---\n", "0.248205705701\n", "\n", " --- under the realm of G106 G177 ---\n", "0.247785031019\n", "\n", " --- under the realm of G106 G178 ---\n", "0.247826918804\n", "\n", " --- under the realm of G106 G179 ---\n", "0.246052265665\n", "\n", " --- under the realm of G106 G180 ---\n", "0.253855953974\n", "\n", " --- under the realm of G106 G181 ---\n", "0.252475984601\n", "\n", " --- under the realm of G106 G182 ---\n", "0.252486700238\n", "\n", " --- under the realm of G106 G183 ---\n", "0.252537922328\n", "\n", " --- under the realm of G106 G184 ---\n", "0.250534677892\n", "--- marginalized kernel matrix of size 185 built in 466.66933584213257 seconds ---\n", "\n", " --- under the realm of G107 G107 ---\n", "0.243333046433\n", "\n", " --- under the realm of G107 G108 ---\n", "0.242484056423\n", "\n", " --- under the realm of G107 G109 ---\n", "0.243668141149\n", "\n", " --- under the realm of G107 G110 ---\n", "0.243989894149\n", "\n", " --- under the realm of G107 G111 ---\n", "0.242402713129\n", "\n", " --- under the realm of G107 G112 ---\n", "0.243262995113\n", "\n", " --- under the realm of G107 G113 ---\n", "0.212938358513\n", "\n", " --- under the realm of G107 G114 ---\n", "0.241352327652\n", "\n", " --- under the realm of G107 G115 ---\n", "0.241327509862\n", "\n", " --- under the realm of G107 G116 ---\n", "0.241427294319\n", "\n", " --- under the realm of G107 G117 ---\n", "0.242086136989\n", "\n", " --- under the realm of G107 G118 ---\n", "0.242317770027\n", "\n", " --- under the realm of G107 G119 ---\n", "0.242161103656\n", "\n", " --- under the realm of G107 G120 ---\n", "0.239177668318\n", "\n", " --- under the realm of G107 G121 ---\n", "0.241502260986\n", "\n", " --- under the realm of G107 G122 ---\n", "0.242392736694\n", "\n", " --- under the realm of G107 G123 ---\n", "0.243283212402\n", "\n", " --- under the realm of G107 G124 ---\n", "0.242995651872\n", "\n", " --- under the realm of G107 G125 ---\n", "0.238412909531\n", "\n", " --- under the realm of G107 G126 ---\n", "0.242262132605\n", "\n", " --- under the realm of G107 G127 ---\n", "0.218954891162\n", "\n", " --- under the realm of G107 G128 ---\n", "0.21307439906\n", "\n", " --- under the realm of G107 G129 ---\n", "0.212076556444\n", "\n", " --- under the realm of G107 G130 ---\n", "0.207271220288\n", "\n", " --- under the realm of G107 G131 ---\n", "0.206649018652\n", "\n", " --- under the realm of G107 G132 ---\n", "0.209555135482\n", "\n", " --- under the realm of G107 G133 ---\n", "0.246912003242\n", "\n", " --- under the realm of G107 G134 ---\n", "0.247036563932\n", "\n", " --- under the realm of G107 G135 ---\n", "0.246974283887\n", "\n", " --- under the realm of G107 G136 ---\n", "0.248624595969\n", "\n", " --- under the realm of G107 G137 ---\n", "0.248204386483\n", "\n", " --- under the realm of G107 G138 ---\n", "0.247558288637\n", "\n", " --- under the realm of G107 G139 ---\n", "0.247620555252\n", "\n", " --- under the realm of G107 G140 ---\n", "0.244349838504\n", "\n", " --- under the realm of G107 G141 ---\n", "0.225229821405\n", "\n", " --- under the realm of G107 G142 ---\n", "0.225344528731\n", "\n", " --- under the realm of G107 G143 ---\n", "0.226797057621\n", "\n", " --- under the realm of G107 G144 ---\n", "0.222717389577\n", "\n", " --- under the realm of G107 G145 ---\n", "0.243775191557\n", "\n", " --- under the realm of G107 G146 ---\n", "0.244916723254\n", "\n", " --- under the realm of G107 G147 ---\n", "0.245256492787\n", "\n", " --- under the realm of G107 G148 ---\n", "0.246125390924\n", "\n", " --- under the realm of G107 G149 ---\n", "0.245248800097\n", "\n", " --- under the realm of G107 G150 ---\n", "0.243281419899\n", "\n", " --- under the realm of G107 G151 ---\n", "0.245323962787\n", "\n", " --- under the realm of G107 G152 ---\n", "0.243281355873\n", "\n", " --- under the realm of G107 G153 ---\n", "0.242599574119\n", "\n", " --- under the realm of G107 G154 ---\n", "0.242709012903\n", "\n", " --- under the realm of G107 G155 ---\n", "0.243628890085\n", "\n", " --- under the realm of G107 G156 ---\n", "0.24260960257\n", "\n", " --- under the realm of G107 G157 ---\n", "0.245949289084\n", "\n", " --- under the realm of G107 G158 ---\n", "0.224661634023\n", "\n", " --- under the realm of G107 G159 ---\n", "0.214059880773\n", "\n", " --- under the realm of G107 G160 ---\n", "0.218120839859\n", "\n", " --- under the realm of G107 G161 ---\n", "0.218618937807\n", "\n", " --- under the realm of G107 G162 ---\n", "0.219526067458\n", "\n", " --- under the realm of G107 G163 ---\n", "0.216536361389\n", "\n", " --- under the realm of G107 G164 ---\n", "0.21744349104\n", "\n", " --- under the realm of G107 G165 ---\n", "0.249971805964\n", "\n", " --- under the realm of G107 G166 ---\n", "0.247942809459\n", "\n", " --- under the realm of G107 G167 ---\n", "0.226310799809\n", "\n", " --- under the realm of G107 G168 ---\n", "0.227588892001\n", "\n", " --- under the realm of G107 G169 ---\n", "0.248131526177\n", "\n", " --- under the realm of G107 G170 ---\n", "0.249072872466\n", "\n", " --- under the realm of G107 G171 ---\n", "0.249980192385\n", "\n", " --- under the realm of G107 G172 ---\n", "0.249672104206\n", "\n", " --- under the realm of G107 G173 ---\n", "0.241722967358\n", "\n", " --- under the realm of G107 G174 ---\n", "0.248450809716\n", "\n", " --- under the realm of G107 G175 ---\n", "0.248436823007\n", "\n", " --- under the realm of G107 G176 ---\n", "0.248856684926\n", "\n", " --- under the realm of G107 G177 ---\n", "0.248403120101\n", "\n", " --- under the realm of G107 G178 ---\n", "0.248443816361\n", "\n", " --- under the realm of G107 G179 ---\n", "0.246644827013\n", "\n", " --- under the realm of G107 G180 ---\n", "0.254601301261\n", "\n", " --- under the realm of G107 G181 ---\n", "0.252984674531\n", "\n", " --- under the realm of G107 G182 ---\n", "0.252996795083\n", "\n", " --- under the realm of G107 G183 ---\n", "0.253033696978\n", "\n", " --- under the realm of G107 G184 ---\n", "0.250882509359\n", "--- marginalized kernel matrix of size 185 built in 470.08134388923645 seconds ---\n", "\n", " --- under the realm of G108 G108 ---\n", "0.24171355944\n", "\n", " --- under the realm of G108 G109 ---\n", "0.242775764664\n", "\n", " --- under the realm of G108 G110 ---\n", "0.243054363088\n", "\n", " --- under the realm of G108 G111 ---\n", "0.241628457478\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- under the realm of G108 G112 ---\n", "0.242410557918\n", "\n", " --- under the realm of G108 G113 ---\n", "0.212526144779\n", "\n", " --- under the realm of G108 G114 ---\n", "0.240379645706\n", "\n", " --- under the realm of G108 G115 ---\n", "0.240354351857\n", "\n", " --- under the realm of G108 G116 ---\n", "0.240454268602\n", "\n", " --- under the realm of G108 G117 ---\n", "0.241087640878\n", "\n", " --- under the realm of G108 G118 ---\n", "0.24130625399\n", "\n", " --- under the realm of G108 G119 ---\n", "0.241162263773\n", "\n", " --- under the realm of G108 G120 ---\n", "0.238253781786\n", "\n", " --- under the realm of G108 G121 ---\n", "0.240528891497\n", "\n", " --- under the realm of G108 G122 ---\n", "0.241380876886\n", "\n", " --- under the realm of G108 G123 ---\n", "0.242232862274\n", "\n", " --- under the realm of G108 G124 ---\n", "0.241958179339\n", "\n", " --- under the realm of G108 G125 ---\n", "0.237514316729\n", "\n", " --- under the realm of G108 G126 ---\n", "0.241263376172\n", "\n", " --- under the realm of G108 G127 ---\n", "0.218009576047\n", "\n", " --- under the realm of G108 G128 ---\n", "0.212227132924\n", "\n", " --- under the realm of G108 G129 ---\n", "0.211275615302\n", "\n", " --- under the realm of G108 G130 ---\n", "0.206605995826\n", "\n", " --- under the realm of G108 G131 ---\n", "0.205965062496\n", "\n", " --- under the realm of G108 G132 ---\n", "0.208792136271\n", "\n", " --- under the realm of G108 G133 ---\n", "0.246098970113\n", "\n", " --- under the realm of G108 G134 ---\n", "0.246229637206\n", "\n", " --- under the realm of G108 G135 ---\n", "0.246164303792\n", "\n", " --- under the realm of G108 G136 ---\n", "0.247578746367\n", "\n", " --- under the realm of G108 G137 ---\n", "0.247243510134\n", "\n", " --- under the realm of G108 G138 ---\n", "0.24667124219\n", "\n", " --- under the realm of G108 G139 ---\n", "0.246736573626\n", "\n", " --- under the realm of G108 G140 ---\n", "0.243733710653\n", "\n", " --- under the realm of G108 G141 ---\n", "0.224480444646\n", "\n", " --- under the realm of G108 G142 ---\n", "0.224599955618\n", "\n", " --- under the realm of G108 G143 ---\n", "0.22585428318\n", "\n", " --- under the realm of G108 G144 ---\n", "0.222005019916\n", "\n", " --- under the realm of G108 G145 ---\n", "0.242808804975\n", "\n", " --- under the realm of G108 G146 ---\n", "0.243916342024\n", "\n", " --- under the realm of G108 G147 ---\n", "0.244257557458\n", "\n", " --- under the realm of G108 G148 ---\n", "0.245091504914\n", "\n", " --- under the realm of G108 G149 ---\n", "0.244249838285\n", "\n", " --- under the realm of G108 G150 ---\n", "0.242326081291\n", "\n", " --- under the realm of G108 G151 ---\n", "0.244324718065\n", "\n", " --- under the realm of G108 G152 ---\n", "0.242326012301\n", "\n", " --- under the realm of G108 G153 ---\n", "0.241667078869\n", "\n", " --- under the realm of G108 G154 ---\n", "0.241776918843\n", "\n", " --- under the realm of G108 G155 ---\n", "0.242662162791\n", "\n", " --- under the realm of G108 G156 ---\n", "0.241677259437\n", "\n", " --- under the realm of G108 G157 ---\n", "0.24491465473\n", "\n", " --- under the realm of G108 G158 ---\n", "0.223690173488\n", "\n", " --- under the realm of G108 G159 ---\n", "0.213342421318\n", "\n", " --- under the realm of G108 G160 ---\n", "0.217280103162\n", "\n", " --- under the realm of G108 G161 ---\n", "0.217778619744\n", "\n", " --- under the realm of G108 G162 ---\n", "0.218643635764\n", "\n", " --- under the realm of G108 G163 ---\n", "0.215732228123\n", "\n", " --- under the realm of G108 G164 ---\n", "0.216597244143\n", "\n", " --- under the realm of G108 G165 ---\n", "0.249104923029\n", "\n", " --- under the realm of G108 G166 ---\n", "0.247264532858\n", "\n", " --- under the realm of G108 G167 ---\n", "0.225822176875\n", "\n", " --- under the realm of G108 G168 ---\n", "0.226892643399\n", "\n", " --- under the realm of G108 G169 ---\n", "0.247109578033\n", "\n", " --- under the realm of G108 G170 ---\n", "0.248019844477\n", "\n", " --- under the realm of G108 G171 ---\n", "0.24891788868\n", "\n", " --- under the realm of G108 G172 ---\n", "0.24860985922\n", "\n", " --- under the realm of G108 G173 ---\n", "0.240683485681\n", "\n", " --- under the realm of G108 G174 ---\n", "0.247430394347\n", "\n", " --- under the realm of G108 G175 ---\n", "0.247416359486\n", "\n", " --- under the realm of G108 G176 ---\n", "0.247814403316\n", "\n", " --- under the realm of G108 G177 ---\n", "0.247381895306\n", "\n", " --- under the realm of G108 G178 ---\n", "0.247423376916\n", "\n", " --- under the realm of G108 G179 ---\n", "0.245663821895\n", "\n", " --- under the realm of G108 G180 ---\n", "0.253530800282\n", "\n", " --- under the realm of G108 G181 ---\n", "0.252095067502\n", "\n", " --- under the realm of G108 G182 ---\n", "0.252107213105\n", "\n", " --- under the realm of G108 G183 ---\n", "0.252146382822\n", "\n", " --- under the realm of G108 G184 ---\n", "0.250153382814\n", "--- marginalized kernel matrix of size 185 built in 473.48286533355713 seconds ---\n", "\n", " --- under the realm of G109 G109 ---\n", "0.244032193971\n", "\n", " --- under the realm of G109 G110 ---\n", "0.24438174417\n", "\n", " --- under the realm of G109 G111 ---\n", "0.242701567511\n", "\n", " --- under the realm of G109 G112 ---\n", "0.243605579235\n", "\n", " --- under the realm of G109 G113 ---\n", "0.213111111111\n", "\n", " --- under the realm of G109 G114 ---\n", "0.241722949543\n", "\n", " --- under the realm of G109 G115 ---\n", "0.241698304263\n", "\n", " --- under the realm of G109 G116 ---\n", "0.241796434121\n", "\n", " --- under the realm of G109 G117 ---\n", "0.242471194208\n", "\n", " --- under the realm of G109 G118 ---\n", "0.242712576886\n", "\n", " --- under the realm of G109 G119 ---\n", "0.242544678786\n", "\n", " --- under the realm of G109 G120 ---\n", "0.239529809365\n", "\n", " --- under the realm of G109 G121 ---\n", "0.241869918699\n", "\n", " --- under the realm of G109 G122 ---\n", "0.242786061464\n", "\n", " --- under the realm of G109 G123 ---\n", "0.243702204229\n", "\n", " --- under the realm of G109 G124 ---\n", "0.243405716502\n", "\n", " --- under the realm of G109 G125 ---\n", "0.238750751563\n", "\n", " --- under the realm of G109 G126 ---\n", "0.242644152291\n", "\n", " --- under the realm of G109 G127 ---\n", "0.219331983806\n", "\n", " --- under the realm of G109 G128 ---\n", "0.213423792456\n", "\n", " --- under the realm of G109 G129 ---\n", "0.212394233447\n", "\n", " --- under the realm of G109 G130 ---\n", "0.207523621453\n", "\n", " --- under the realm of G109 G131 ---\n", "0.206922601226\n", "\n", " --- under the realm of G109 G132 ---\n", "0.209864780759\n", "\n", " --- under the realm of G109 G133 ---\n", "0.247211440231\n", "\n", " --- under the realm of G109 G134 ---\n", "0.247322709287\n", "\n", " --- under the realm of G109 G135 ---\n", "0.247267075231\n", "\n", " --- under the realm of G109 G136 ---\n", "0.249075458823\n", "\n", " --- under the realm of G109 G137 ---\n", "0.248591370539\n", "\n", " --- under the realm of G109 G138 ---\n", "0.247901507167\n", "\n", " --- under the realm of G109 G139 ---\n", "0.247957115966\n", "\n", " --- under the realm of G109 G140 ---\n", "0.244551209937\n", "\n", " --- under the realm of G109 G141 ---\n", "0.225507239497\n", "\n", " --- under the realm of G109 G142 ---\n", "0.225611037407\n", "\n", " --- under the realm of G109 G143 ---\n", "0.227200085656\n", "\n", " --- under the realm of G109 G144 ---\n", "0.223038517186\n", "\n", " --- under the realm of G109 G145 ---\n", "0.244142183735\n", "\n", " --- under the realm of G109 G146 ---\n", "0.245300676406\n", "\n", " --- under the realm of G109 G147 ---\n", "0.245635784937\n", "\n", " --- under the realm of G109 G148 ---\n", "0.246526449545\n", "\n", " --- under the realm of G109 G149 ---\n", "0.24562801635\n", "\n", " --- under the realm of G109 G150 ---\n", "0.243644176265\n", "\n", " --- under the realm of G109 G151 ---\n", "0.245701921057\n", "\n", " --- under the realm of G109 G152 ---\n", "0.24364411321\n", "\n", " --- under the realm of G109 G153 ---\n", "0.242949451738\n", "\n", " --- under the realm of G109 G154 ---\n", "0.243057366246\n", "\n", " --- under the realm of G109 G155 ---\n", "0.243998103021\n", "\n", " --- under the realm of G109 G156 ---\n", "0.242959454298\n", "\n", " --- under the realm of G109 G157 ---\n", "0.246352643633\n", "\n", " --- under the realm of G109 G158 ---\n", "0.225043946415\n", "\n", " --- under the realm of G109 G159 ---\n", "0.214328546309\n", "\n", " --- under the realm of G109 G160 ---\n", "0.218453923144\n", "\n", " --- under the realm of G109 G161 ---\n", "0.218944291419\n", "\n", " --- under the realm of G109 G162 ---\n", "0.219880254154\n", "\n", " --- under the realm of G109 G163 ---\n", "0.216850938535\n", "\n", " --- under the realm of G109 G164 ---\n", "0.217786901271\n", "\n", " --- under the realm of G109 G165 ---\n", "0.250301986756\n", "\n", " --- under the realm of G109 G166 ---\n", "0.248169863727\n", "\n", " --- under the realm of G109 G167 ---\n", "0.226468106422\n", "\n", " --- under the realm of G109 G168 ---\n", "0.227873341892\n", "\n", " --- under the realm of G109 G169 ---\n", "0.248522228853\n", "\n", " --- under the realm of G109 G170 ---\n", "0.24948119103\n", "\n", " --- under the realm of G109 G171 ---\n", "0.250384947031\n", "\n", " --- under the realm of G109 G172 ---\n", "0.250081961098\n", "\n", " --- under the realm of G109 G173 ---\n", "0.242119142044\n", "\n", " --- under the realm of G109 G174 ---\n", "0.248837195713\n", "\n", " --- under the realm of G109 G175 ---\n", "0.248823071011\n", "\n", " --- under the realm of G109 G176 ---\n", "0.249257701914\n", "\n", " --- under the realm of G109 G177 ---\n", "0.248789720546\n", "\n", " --- under the realm of G109 G178 ---\n", "0.248830133362\n", "\n", " --- under the realm of G109 G179 ---\n", "0.247016260879\n", "\n", " --- under the realm of G109 G180 ---\n", "0.255038137507\n", "\n", " --- under the realm of G109 G181 ---\n", "0.253312346587\n", "\n", " --- under the realm of G109 G182 ---\n", "0.253325437663\n", "\n", " --- under the realm of G109 G183 ---\n", "0.25335613947\n", "\n", " --- under the realm of G109 G184 ---\n", "0.251130576939\n", "--- marginalized kernel matrix of size 185 built in 476.85581970214844 seconds ---\n", "\n", " --- under the realm of G110 G110 ---\n", "0.244759231959\n", "\n", " --- under the realm of G110 G111 ---\n", "0.242986182759\n", "\n", " --- under the realm of G110 G112 ---\n", "0.243933179555\n", "\n", " --- under the realm of G110 G113 ---\n", "0.213279336679\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " --- under the realm of G110 G114 ---\n", "0.242076775209\n", "\n", " --- under the realm of G110 G115 ---\n", "0.242052572191\n", "\n", " --- under the realm of G110 G116 ---\n", "0.242149113295\n", "\n", " --- under the realm of G110 G117 ---\n", "0.242839792095\n", "\n", " --- under the realm of G110 G118 ---\n", "0.243090724879\n", "\n", " --- under the realm of G110 G119 ---\n", "0.242912130181\n", "\n", " --- under the realm of G110 G120 ---\n", "0.239865514194\n", "\n", " --- under the realm of G110 G121 ---\n", "0.242221451381\n", "\n", " --- under the realm of G110 G122 ---\n", "0.243163062965\n", "\n", " --- under the realm of G110 G123 ---\n", "0.244104674549\n", "\n", " --- under the realm of G110 G124 ---\n", "0.243799529551\n", "\n", " --- under the realm of G110 G125 ---\n", "0.239072218817\n", "\n", " --- under the realm of G110 G126 ---\n", "0.243010013262\n", "\n", " --- under the realm of G110 G127 ---\n", "0.219694207094\n", "\n", " --- under the realm of G110 G128 ---\n", "0.213762275605\n", "\n", " --- under the realm of G110 G129 ---\n", "0.212701039763\n", "\n", " --- under the realm of G110 G130 ---\n", "0.207764331189\n", "\n", " --- under the realm of G110 G131 ---\n", "0.207185870627\n", "\n", " --- under the realm of G110 G132 ---\n", "0.210164953663\n", "\n", " --- under the realm of G110 G133 ---\n", "0.247495150885\n", "\n", " --- under the realm of G110 G134 ---\n", "0.247596052611\n", "\n", " --- under the realm of G110 G135 ---\n", "0.247545602261\n", "\n", " --- under the realm of G110 G136 ---\n", "0.249508596618\n", "\n", " --- under the realm of G110 G137 ---\n", "0.248963671624\n", "\n", " --- under the realm of G110 G138 ---\n", "0.248229495472\n", "\n", " --- under the realm of G110 G139 ---\n", "0.248279906541\n", "\n", " --- under the realm of G110 G140 ---\n", "0.244737265369\n", "\n", " --- under the realm of G110 G141 ---\n", "0.225770373119\n", "\n", " --- under the realm of G110 G142 ---\n", "0.225865663971\n", "\n", " --- under the realm of G110 G143 ---\n", "0.227587247207\n", "\n", " --- under the realm of G110 G144 ---\n", "0.223349148322\n", "\n", " --- under the realm of G110 G145 ---\n", "0.244491852575\n", "\n", " --- under the realm of G110 G146 ---\n", "0.24566779858\n", "\n", " --- under the realm of G110 G147 ---\n", "0.245997424171\n", "\n", " --- under the realm of G110 G148 ---\n", "0.246909978874\n", "\n", " --- under the realm of G110 G149 ---\n", "0.245989765238\n", "\n", " --- under the realm of G110 G150 ---\n", "0.243989819723\n", "\n", " --- under the realm of G110 G151 ---\n", "0.246062528449\n", "\n", " --- under the realm of G110 G152 ---\n", "0.24398975864\n", "\n", " --- under the realm of G110 G153 ---\n", "0.243282175666\n", "\n", " --- under the realm of G110 G154 ---\n", "0.243388331734\n", "\n", " --- under the realm of G110 G155 ---\n", "0.244350106979\n", "\n", " --- under the realm of G110 G156 ---\n", "0.243292008403\n", "\n", " --- under the realm of G110 G157 ---\n", "0.246739006338\n", "\n", " --- under the realm of G110 G158 ---\n", "0.225410565979\n", "\n", " --- under the realm of G110 G159 ---\n", "0.214584481595\n", "\n", " --- under the realm of G110 G160 ---\n", "0.218774765112\n", "\n", " --- under the realm of G110 G161 ---\n", "0.21925727965\n", "\n", " --- under the realm of G110 G162 ---\n", "0.220222039506\n", "\n", " --- under the realm of G110 G163 ---\n", "0.217154357442\n", "\n", " --- under the realm of G110 G164 ---\n", "0.218119117298\n", "\n", " --- under the realm of G110 G165 ---\n", "0.250616529733\n", "\n", " --- under the realm of G110 G166 ---\n", "0.248380716998\n", "\n", " --- under the realm of G110 G167 ---\n", "0.226612942806\n", "\n", " --- under the realm of G110 G168 ---\n", "0.2281480612\n", "\n", " --- under the realm of G110 G169 ---\n", "0.248895433919\n", "\n", " --- under the realm of G110 G170 ---\n", "0.249871838901\n", "\n", " --- under the realm of G110 G171 ---\n", "0.25077194962\n", "\n", " --- under the realm of G110 G172 ---\n", "0.250473797833\n", "\n", " --- under the realm of G110 G173 ---\n", "0.242496945513\n", "\n", " --- under the realm of G110 G174 ---\n", "0.249205227867\n", "\n", " --- under the realm of G110 G175 ---\n", "0.249191302534\n", "\n", " --- under the realm of G110 G176 ---\n", "0.249640958637\n", "\n", " --- under the realm of G110 G177 ---\n", "0.249158578709\n", "\n", " --- under the realm of G110 G178 ---\n", "0.2491982652\n", "\n", " --- under the realm of G110 G179 ---\n", "0.247369941684\n", "\n", " --- under the realm of G110 G180 ---\n", "0.255457331742\n", "\n", " --- under the realm of G110 G181 ---\n", "0.253623164552\n", "\n", " --- under the realm of G110 G182 ---\n", "0.253636149963\n", "\n", " --- under the realm of G110 G183 ---\n", "0.253662790702\n", "\n", " --- under the realm of G110 G184 ---\n", "0.251361719517\n", "--- marginalized kernel matrix of size 185 built in 480.1689510345459 seconds ---\n", "\n", " --- under the realm of G111 G111 ---\n", "0.241548846339\n", "\n", " --- under the realm of G111 G112 ---\n", "0.24233531266\n", "\n", " --- under the realm of G111 G113 ---\n", "0.212495087306\n", "\n", " --- under the realm of G111 G114 ---\n", "0.240274798023\n", "\n", " --- under the realm of G111 G115 ---\n", "0.240249306295\n", "\n", " --- under the realm of G111 G116 ---\n", "0.2403476681\n", "\n", " --- under the realm of G111 G117 ---\n", "0.240983920269\n", "\n", " --- under the realm of G111 G118 ---\n", "0.241205574013\n", "\n", " --- under the realm of G111 G119 ---\n", "0.241056790346\n", "\n", " --- under the realm of G111 G120 ---\n", "0.238154905101\n", "\n", " --- under the realm of G111 G121 ---\n", "0.240420538177\n", "\n", " --- under the realm of G111 G122 ---\n", "0.241278444089\n", "\n", " --- under the realm of G111 G123 ---\n", "0.242136350002\n", "\n", " --- under the realm of G111 G124 ---\n", "0.241859335698\n", "\n", " --- under the realm of G111 G125 ---\n", "0.23741403573\n", "\n", " --- under the realm of G111 G126 ---\n", "0.241156414677\n", "\n", " --- under the realm of G111 G127 ---\n", "0.217922715002\n", "\n", " --- under the realm of G111 G128 ---\n", "0.212158832443\n", "\n", " --- under the realm of G111 G129 ---\n", "0.211199417045\n", "\n", " --- under the realm of G111 G130 ---\n", "0.206533632596\n", "\n", " --- under the realm of G111 G131 ---\n", "0.205902641043\n", "\n", " --- under the realm of G111 G132 ---\n", "0.208725506822\n", "\n", " --- under the realm of G111 G133 ---\n", "0.246001786808\n", "\n", " --- under the realm of G111 G134 ---\n", "0.246121611856\n", "\n", " --- under the realm of G111 G135 ---\n", "0.24606169947\n", "\n", " --- under the realm of G111 G136 ---\n", "0.247515202651\n", "\n", " --- under the realm of G111 G137 ---\n", "0.247158887223\n", "\n", " --- under the realm of G111 G138 ---\n", "0.246580338518\n", "\n", " --- under the realm of G111 G139 ---\n", "0.246640249509\n", "\n", " --- under the realm of G111 G140 ---\n", "0.243637167294\n", "\n", " --- under the realm of G111 G141 ---\n", "0.224392192216\n", "\n", " --- under the realm of G111 G142 ---\n", "0.22450269588\n", "\n", " --- under the realm of G111 G143 ---\n", "0.225793729411\n", "\n", " --- under the realm of G111 G144 ---\n", "0.221974625226\n", "\n", " --- under the realm of G111 G145 ---\n", "0.24270410623\n", "\n", " --- under the realm of G111 G146 ---\n", "0.243811235308\n", "\n", " --- under the realm of G111 G147 ---\n", "0.244148934634\n", "\n", " --- under the realm of G111 G148 ---\n", "0.244986633025\n", "\n", " --- under the realm of G111 G149 ---\n", "0.244141104689\n", "\n", " --- under the realm of G111 G150 ---\n", "0.242222678386\n", "\n", " --- under the realm of G111 G151 ---\n", "0.244214517703\n", "\n", " --- under the realm of G111 G152 ---\n", "0.242222607429\n", "\n", " --- under the realm of G111 G153 ---\n", "0.241562470501\n", "\n", " --- under the realm of G111 G154 ---\n", "0.241671106418\n", "\n", " --- under the realm of G111 G155 ---\n", "0.24255942023\n", "\n", " --- under the realm of G111 G156 ---\n", "0.241572748089\n", "\n", " --- under the realm of G111 G157 ---\n", "0.244811473196\n", "\n", " --- under the realm of G111 G158 ---\n", "0.223596319808\n", "\n", " --- under the realm of G111 G159 ---\n", "0.213261006132\n", "\n", " --- under the realm of G111 G160 ---\n", "0.21720034999\n", "\n", " --- under the realm of G111 G161 ---\n", "0.217691488947\n", "\n", " --- under the realm of G111 G162 ---\n", "0.218563684763\n", "\n", " --- under the realm of G111 G163 ---\n", "0.215651544804\n", "\n", " --- under the realm of G111 G164 ---\n", "0.21652374062\n", "\n", " --- under the realm of G111 G165 ---\n", "0.249011964837\n", "\n", " --- under the realm of G111 G166 ---\n", "0.247163288605\n", "\n", " --- under the realm of G111 G167 ---\n", "0.225742663297\n", "\n", " --- under the realm of G111 G168 ---\n", "0.226834517707\n", "\n", " --- under the realm of G111 G169 ---\n", "0.247000976046\n", "\n", " --- under the realm of G111 G170 ---\n", "0.247913015491\n", "\n", " --- under the realm of G111 G171 ---\n", "0.248803041941\n", "\n", " --- under the realm of G111 G172 ---\n", "0.24850015853\n", "\n", " --- under the realm of G111 G173 ---\n", "0.240572173729\n", "\n", " --- under the realm of G111 G174 ---\n", "0.247318682771\n", "\n", " --- under the realm of G111 G175 ---\n", "0.247304446507\n", "\n", " --- under the realm of G111 G176 ---\n", "0.247705854543\n", "\n", " --- under the realm of G111 G177 ---\n", "0.247269756635\n", "\n", " --- under the realm of G111 G178 ---\n", "0.247311564639\n", "\n", " --- under the realm of G111 G179 ---\n", "0.24555676697\n", "\n", " --- under the realm of G111 G180 ---\n", "0.253442542385\n", "\n", " --- under the realm of G111 G181 ---\n", "0.251989251704\n", "\n", " --- under the realm of G111 G182 ---\n", "0.252002459759\n", "\n", " --- under the realm of G111 G183 ---\n", "0.252036198305\n", "\n", " --- under the realm of G111 G184 ---\n", "0.250048291941\n", "--- marginalized kernel matrix of size 185 built in 483.49760341644287 seconds ---\n", "\n", " --- under the realm of G112 G112 ---\n", "0.243199937985\n", "\n", " --- under the realm of G112 G113 ---\n", "0.212910788893\n", "\n", " --- under the realm of G112 G114 ---\n", "0.241262416807\n", "\n", " --- under the realm of G112 G115 ---\n", "0.24123719418\n", "\n", " --- under the realm of G112 G116 ---\n", "0.241335423142\n", "\n", " --- under the realm of G112 G117 ---\n", "0.241996894393\n", "\n", " --- under the realm of G112 G118 ---\n", "0.242231476593\n", "\n", " --- under the realm of G112 G119 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.242069900727\n", "\n", " --- under the realm of G112 G120 ---\n", "0.23909366065\n", "\n", " --- under the realm of G112 G121 ---\n", "0.241408429476\n", "\n", " --- under the realm of G112 G122 ---\n", "0.242304482927\n", "\n", " --- under the realm of G112 G123 ---\n", "0.243200536378\n", "\n", " --- under the realm of G112 G124 ---\n", "0.242910677399\n", "\n", " --- under the realm of G112 G125 ---\n", "0.238327685097\n", "\n", " --- under the realm of G112 G126 ---\n", "0.242169473818\n", "\n", " --- under the realm of G112 G127 ---\n", "0.21888048274\n", "\n", " --- under the realm of G112 G128 ---\n", "0.213014852758\n", "\n", " --- under the realm of G112 G129 ---\n", "0.212009637964\n", "\n", " --- under the realm of G112 G130 ---\n", "0.207209495276\n", "\n", " --- under the realm of G112 G131 ---\n", "0.206595177103\n", "\n", " --- under the realm of G112 G132 ---\n", "0.20949615292\n", "\n", " --- under the realm of G112 G133 ---\n", "0.246828559957\n", "\n", " --- under the realm of G112 G134 ---\n", "0.246940692965\n", "\n", " --- under the realm of G112 G135 ---\n", "0.2468846268\n", "\n", " --- under the realm of G112 G136 ---\n", "0.248574554857\n", "\n", " --- under the realm of G112 G137 ---\n", "0.248132200883\n", "\n", " --- under the realm of G112 G138 ---\n", "0.247480469413\n", "\n", " --- under the realm of G112 G139 ---\n", "0.247536518923\n", "\n", " --- under the realm of G112 G140 ---\n", "0.244267705372\n", "\n", " --- under the realm of G112 G141 ---\n", "0.225154056709\n", "\n", " --- under the realm of G112 G142 ---\n", "0.225258447679\n", "\n", " --- under the realm of G112 G143 ---\n", "0.226748661049\n", "\n", " --- under the realm of G112 G144 ---\n", "0.222694575556\n", "\n", " --- under the realm of G112 G145 ---\n", "0.243686150837\n", "\n", " --- under the realm of G112 G146 ---\n", "0.244826790399\n", "\n", " --- under the realm of G112 G147 ---\n", "0.245163680702\n", "\n", " --- under the realm of G112 G148 ---\n", "0.246035834509\n", "\n", " --- under the realm of G112 G149 ---\n", "0.245155791538\n", "\n", " --- under the realm of G112 G150 ---\n", "0.24319361276\n", "\n", " --- under the realm of G112 G151 ---\n", "0.245229386403\n", "\n", " --- under the realm of G112 G152 ---\n", "0.243193545779\n", "\n", " --- under the realm of G112 G153 ---\n", "0.242510787948\n", "\n", " --- under the realm of G112 G154 ---\n", "0.242619202828\n", "\n", " --- under the realm of G112 G155 ---\n", "0.243541689667\n", "\n", " --- under the realm of G112 G156 ---\n", "0.242521004497\n", "\n", " --- under the realm of G112 G157 ---\n", "0.245861043168\n", "\n", " --- under the realm of G112 G158 ---\n", "0.224581238191\n", "\n", " --- under the realm of G112 G159 ---\n", "0.21399012955\n", "\n", " --- under the realm of G112 G160 ---\n", "0.218051638047\n", "\n", " --- under the realm of G112 G161 ---\n", "0.218542504427\n", "\n", " --- under the realm of G112 G162 ---\n", "0.219456336057\n", "\n", " --- under the realm of G112 G163 ---\n", "0.216465229654\n", "\n", " --- under the realm of G112 G164 ---\n", "0.217379061285\n", "\n", " --- under the realm of G112 G165 ---\n", "0.249892912327\n", "\n", " --- under the realm of G112 G166 ---\n", "0.247856805764\n", "\n", " --- under the realm of G112 G167 ---\n", "0.226242513893\n", "\n", " --- under the realm of G112 G168 ---\n", "0.227538768552\n", "\n", " --- under the realm of G112 G169 ---\n", "0.248038783418\n", "\n", " --- under the realm of G112 G170 ---\n", "0.248981708551\n", "\n", " --- under the realm of G112 G171 ---\n", "0.249881172388\n", "\n", " --- under the realm of G112 G172 ---\n", "0.249578349915\n", "\n", " --- under the realm of G112 G173 ---\n", "0.241628309699\n", "\n", " --- under the realm of G112 G174 ---\n", "0.248355623889\n", "\n", " --- under the realm of G112 G175 ---\n", "0.248341279954\n", "\n", " --- under the realm of G112 G176 ---\n", "0.248764005097\n", "\n", " --- under the realm of G112 G177 ---\n", "0.248307089282\n", "\n", " --- under the realm of G112 G178 ---\n", "0.248348451921\n", "\n", " --- under the realm of G112 G179 ---\n", "0.246554013949\n", "\n", " --- under the realm of G112 G180 ---\n", "0.25452775399\n", "\n", " --- under the realm of G112 G181 ---\n", "0.252894173965\n", "\n", " --- under the realm of G112 G182 ---\n", "0.252907823107\n", "\n", " --- under the realm of G112 G183 ---\n", "0.252938197551\n", "\n", " --- under the realm of G112 G184 ---\n", "0.250793338285\n", "--- marginalized kernel matrix of size 185 built in 486.7736485004425 seconds ---\n", "\n", " --- under the realm of G113 G113 ---\n", "0.193775957217\n", "\n", " --- under the realm of G113 G114 ---\n", "0.205096617343\n", "\n", " --- under the realm of G113 G115 ---\n", "0.205085313487\n", "\n", " --- under the realm of G113 G116 ---\n", "0.205142881854\n", "\n", " --- under the realm of G113 G117 ---\n", "0.205656400245\n", "\n", " --- under the realm of G113 G118 ---\n", "0.205856950647\n", "\n", " --- under the realm of G113 G119 ---\n", "0.205702664756\n", "\n", " --- under the realm of G113 G120 ---\n", "0.20358201548\n", "\n", " --- under the realm of G113 G121 ---\n", "0.205189146366\n", "\n", " --- under the realm of G113 G122 ---\n", "0.205903215158\n", "\n", " --- under the realm of G113 G123 ---\n", "0.206617283951\n", "\n", " --- under the realm of G113 G124 ---\n", "0.206385098456\n", "\n", " --- under the realm of G113 G125 ---\n", "0.203007948045\n", "\n", " --- under the realm of G113 G126 ---\n", "0.205761008781\n", "\n", " --- under the realm of G113 G127 ---\n", "0.185955555556\n", "\n", " --- under the realm of G113 G128 ---\n", "0.182038073908\n", "\n", " --- under the realm of G113 G129 ---\n", "0.181221052632\n", "\n", " --- under the realm of G113 G130 ---\n", "0.177727632617\n", "\n", " --- under the realm of G113 G131 ---\n", "0.177462278249\n", "\n", " --- under the realm of G113 G132 ---\n", "0.179560955571\n", "\n", " --- under the realm of G113 G133 ---\n", "0.215277348145\n", "\n", " --- under the realm of G113 G134 ---\n", "0.215326360804\n", "\n", " --- under the realm of G113 G135 ---\n", "0.215301854474\n", "\n", " --- under the realm of G113 G136 ---\n", "0.216175228992\n", "\n", " --- under the realm of G113 G137 ---\n", "0.21593254421\n", "\n", " --- under the realm of G113 G138 ---\n", "0.215604946178\n", "\n", " --- under the realm of G113 G139 ---\n", "0.215629452507\n", "\n", " --- under the realm of G113 G140 ---\n", "0.214071277014\n", "\n", " --- under the realm of G113 G141 ---\n", "0.199066239225\n", "\n", " --- under the realm of G113 G142 ---\n", "0.199114829296\n", "\n", " --- under the realm of G113 G143 ---\n", "0.199944846051\n", "\n", " --- under the realm of G113 G144 ---\n", "0.199486407623\n", "\n", " --- under the realm of G113 G145 ---\n", "0.207219864927\n", "\n", " --- under the realm of G113 G146 ---\n", "0.208059886927\n", "\n", " --- under the realm of G113 G147 ---\n", "0.208248037721\n", "\n", " --- under the realm of G113 G148 ---\n", "0.208932337694\n", "\n", " --- under the realm of G113 G149 ---\n", "0.208244226\n", "\n", " --- under the realm of G113 G150 ---\n", "0.206876690587\n", "\n", " --- under the realm of G113 G151 ---\n", "0.208289675781\n", "\n", " --- under the realm of G113 G152 ---\n", "0.206876670234\n", "\n", " --- under the realm of G113 G153 ---\n", "0.206363068187\n", "\n", " --- under the realm of G113 G154 ---\n", "0.206424062071\n", "\n", " --- under the realm of G113 G155 ---\n", "0.207136697074\n", "\n", " --- under the realm of G113 G156 ---\n", "0.206367737201\n", "\n", " --- under the realm of G113 G157 ---\n", "0.208835206273\n", "\n", " --- under the realm of G113 G158 ---\n", "0.190630575934\n", "\n", " --- under the realm of G113 G159 ---\n", "0.183165277283\n", "\n", " --- under the realm of G113 G160 ---\n", "0.186160930855\n", "\n", " --- under the realm of G113 G161 ---\n", "0.186448312916\n", "\n", " --- under the realm of G113 G162 ---\n", "0.187191059531\n", "\n", " --- under the realm of G113 G163 ---\n", "0.185053070386\n", "\n", " --- under the realm of G113 G164 ---\n", "0.185795817001\n", "\n", " --- under the realm of G113 G165 ---\n", "0.217305726374\n", "\n", " --- under the realm of G113 G166 ---\n", "0.216320063849\n", "\n", " --- under the realm of G113 G167 ---\n", "0.201958755683\n", "\n", " --- under the realm of G113 G168 ---\n", "0.202652515943\n", "\n", " --- under the realm of G113 G169 ---\n", "0.210650728975\n", "\n", " --- under the realm of G113 G170 ---\n", "0.211356753475\n", "\n", " --- under the realm of G113 G171 ---\n", "0.211932155782\n", "\n", " --- under the realm of G113 G172 ---\n", "0.211751788115\n", "\n", " --- under the realm of G113 G173 ---\n", "0.204720380721\n", "\n", " --- under the realm of G113 G174 ---\n", "0.210826472575\n", "\n", " --- under the realm of G113 G175 ---\n", "0.210819542174\n", "\n", " --- under the realm of G113 G176 ---\n", "0.211175856052\n", "\n", " --- under the realm of G113 G177 ---\n", "0.210804482744\n", "\n", " --- under the realm of G113 G178 ---\n", "0.210823007374\n", "\n", " --- under the realm of G113 G179 ---\n", "0.209575077148\n", "\n", " --- under the realm of G113 G180 ---\n", "0.219962203331\n", "\n", " --- under the realm of G113 G181 ---\n", "0.219148102955\n", "\n", " --- under the realm of G113 G182 ---\n", "0.219152189551\n", "\n", " --- under the realm of G113 G183 ---\n", "0.219167709906\n", "\n", " --- under the realm of G113 G184 ---\n", "0.218159979886\n", "--- marginalized kernel matrix of size 185 built in 490.4966449737549 seconds ---\n", "\n", " --- under the realm of G114 G114 ---\n", "0.250751893004\n", "\n", " --- under the realm of G114 G115 ---\n", "0.250725724481\n", "\n", " --- under the realm of G114 G116 ---\n", "0.250826067429\n", "\n", " --- under the realm of G114 G117 ---\n", "0.2513444196\n", "\n", " --- under the realm of G114 G118 ---\n", "0.251505284478\n", "\n", " --- under the realm of G114 G119 ---\n", "0.251418590855\n", "\n", " --- under the realm of G114 G120 ---\n", "0.248850967015\n", "\n", " --- under the realm of G114 G121 ---\n", "0.250900241604\n", "\n", " --- under the realm of G114 G122 ---\n", "0.251579454386\n", "\n", " --- under the realm of G114 G123 ---\n", "0.252258663335\n", "\n", " --- under the realm of G114 G124 ---\n", "0.252041292973\n", "\n", " --- under the realm of G114 G125 ---\n", "0.248225854267\n", "\n", " --- under the realm of G114 G126 ---\n", "0.251520133953\n", "\n", " --- under the realm of G114 G127 ---\n", "0.229735573217\n", "\n", " --- under the realm of G114 G128 ---\n", "0.225322508066\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " --- under the realm of G114 G129 ---\n", "0.224578987231\n", "\n", " --- under the realm of G114 G130 ---\n", "0.220526204938\n", "\n", " --- under the realm of G114 G131 ---\n", "0.21982270007\n", "\n", " --- under the realm of G114 G132 ---\n", "0.22228960407\n", "\n", " --- under the realm of G114 G133 ---\n", "0.245690689132\n", "\n", " --- under the realm of G114 G134 ---\n", "0.245850530633\n", "\n", " --- under the realm of G114 G135 ---\n", "0.245770609882\n", "\n", " --- under the realm of G114 G136 ---\n", "0.247569571642\n", "\n", " --- under the realm of G114 G137 ---\n", "0.247138437402\n", "\n", " --- under the realm of G114 G138 ---\n", "0.246414563267\n", "\n", " --- under the realm of G114 G139 ---\n", "0.246494484017\n", "\n", " --- under the realm of G114 G140 ---\n", "0.242708874643\n", "\n", " --- under the realm of G114 G141 ---\n", "0.221121620219\n", "\n", " --- under the realm of G114 G142 ---\n", "0.22126547757\n", "\n", " --- under the realm of G114 G143 ---\n", "0.222812614477\n", "\n", " --- under the realm of G114 G144 ---\n", "0.216707826767\n", "\n", " --- under the realm of G114 G145 ---\n", "0.252941473501\n", "\n", " --- under the realm of G114 G146 ---\n", "0.253893869854\n", "\n", " --- under the realm of G114 G147 ---\n", "0.254238756165\n", "\n", " --- under the realm of G114 G148 ---\n", "0.254916808393\n", "\n", " --- under the realm of G114 G149 ---\n", "0.254230754472\n", "\n", " --- under the realm of G114 G150 ---\n", "0.252509089983\n", "\n", " --- under the realm of G114 G151 ---\n", "0.254305513123\n", "\n", " --- under the realm of G114 G152 ---\n", "0.25250901407\n", "\n", " --- under the realm of G114 G153 ---\n", "0.251953220704\n", "\n", " --- under the realm of G114 G154 ---\n", "0.252064154315\n", "\n", " --- under the realm of G114 G155 ---\n", "0.252793877881\n", "\n", " --- under the realm of G114 G156 ---\n", "0.251963760706\n", "\n", " --- under the realm of G114 G157 ---\n", "0.254737858448\n", "\n", " --- under the realm of G114 G158 ---\n", "0.234939265909\n", "\n", " --- under the realm of G114 G159 ---\n", "0.226584560096\n", "\n", " --- under the realm of G114 G160 ---\n", "0.229960758546\n", "\n", " --- under the realm of G114 G161 ---\n", "0.23046170498\n", "\n", " --- under the realm of G114 G162 ---\n", "0.231137621142\n", "\n", " --- under the realm of G114 G163 ---\n", "0.228593692574\n", "\n", " --- under the realm of G114 G164 ---\n", "0.229269612806\n", "\n", " --- under the realm of G114 G165 ---\n", "0.24931167301\n", "\n", " --- under the realm of G114 G166 ---\n", "0.246987939541\n", "\n", " --- under the realm of G114 G167 ---\n", "0.221221674946\n", "\n", " --- under the realm of G114 G168 ---\n", "0.222578808592\n", "\n", " --- under the realm of G114 G169 ---\n", "0.256767110652\n", "\n", " --- under the realm of G114 G170 ---\n", "0.257537181556\n", "\n", " --- under the realm of G114 G171 ---\n", "0.258391573284\n", "\n", " --- under the realm of G114 G172 ---\n", "0.258082886476\n", "\n", " --- under the realm of G114 G173 ---\n", "0.251051266618\n", "\n", " --- under the realm of G114 G174 ---\n", "0.257091644205\n", "\n", " --- under the realm of G114 G175 ---\n", "0.257077095672\n", "\n", " --- under the realm of G114 G176 ---\n", "0.257379400805\n", "\n", " --- under the realm of G114 G177 ---\n", "0.257041447717\n", "\n", " --- under the realm of G114 G178 ---\n", "0.257084369939\n", "\n", " --- under the realm of G114 G179 ---\n", "0.255508148841\n", "\n", " --- under the realm of G114 G180 ---\n", "0.254753662131\n", "\n", " --- under the realm of G114 G181 ---\n", "0.252936871913\n", "\n", " --- under the realm of G114 G182 ---\n", "0.252952600664\n", "\n", " --- under the realm of G114 G183 ---\n", "0.252999544699\n", "\n", " --- under the realm of G114 G184 ---\n", "0.250488986765\n", "--- marginalized kernel matrix of size 185 built in 494.14681458473206 seconds ---\n", "\n", " --- under the realm of G115 G115 ---\n", "0.250700409513\n", "\n", " --- under the realm of G115 G116 ---\n", "0.250801230587\n", "\n", " --- under the realm of G115 G117 ---\n", "0.251319551502\n", "\n", " --- under the realm of G115 G118 ---\n", "0.251479729224\n", "\n", " --- under the realm of G115 G119 ---\n", "0.251395054472\n", "\n", " --- under the realm of G115 G120 ---\n", "0.248823504543\n", "\n", " --- under the realm of G115 G121 ---\n", "0.250876736486\n", "\n", " --- under the realm of G115 G122 ---\n", "0.25155523084\n", "\n", " --- under the realm of G115 G123 ---\n", "0.252233721332\n", "\n", " --- under the realm of G115 G124 ---\n", "0.252017057743\n", "\n", " --- under the realm of G115 G125 ---\n", "0.248198238171\n", "\n", " --- under the realm of G115 G126 ---\n", "0.251496903007\n", "\n", " --- under the realm of G115 G127 ---\n", "0.229713000291\n", "\n", " --- under the realm of G115 G128 ---\n", "0.225308540684\n", "\n", " --- under the realm of G115 G129 ---\n", "0.224565642889\n", "\n", " --- under the realm of G115 G130 ---\n", "0.220507057078\n", "\n", " --- under the realm of G115 G131 ---\n", "0.21980792887\n", "\n", " --- under the realm of G115 G132 ---\n", "0.222279422156\n", "\n", " --- under the realm of G115 G133 ---\n", "0.245662203067\n", "\n", " --- under the realm of G115 G134 ---\n", "0.245822764281\n", "\n", " --- under the realm of G115 G135 ---\n", "0.245742483674\n", "\n", " --- under the realm of G115 G136 ---\n", "0.247543402231\n", "\n", " --- under the realm of G115 G137 ---\n", "0.247111763976\n", "\n", " --- under the realm of G115 G138 ---\n", "0.246386983522\n", "\n", " --- under the realm of G115 G139 ---\n", "0.246467264128\n", "\n", " --- under the realm of G115 G140 ---\n", "0.242680056607\n", "\n", " --- under the realm of G115 G141 ---\n", "0.221095982761\n", "\n", " --- under the realm of G115 G142 ---\n", "0.221240487853\n", "\n", " --- under the realm of G115 G143 ---\n", "0.222789062008\n", "\n", " --- under the realm of G115 G144 ---\n", "0.21669136094\n", "\n", " --- under the realm of G115 G145 ---\n", "0.252912709538\n", "\n", " --- under the realm of G115 G146 ---\n", "0.253867012557\n", "\n", " --- under the realm of G115 G147 ---\n", "0.254210454192\n", "\n", " --- under the realm of G115 G148 ---\n", "0.254889058361\n", "\n", " --- under the realm of G115 G149 ---\n", "0.254202851623\n", "\n", " --- under the realm of G115 G150 ---\n", "0.252480267965\n", "\n", " --- under the realm of G115 G151 ---\n", "0.254278409659\n", "\n", " --- under the realm of G115 G152 ---\n", "0.252480195511\n", "\n", " --- under the realm of G115 G153 ---\n", "0.251924009857\n", "\n", " --- under the realm of G115 G154 ---\n", "0.252034593231\n", "\n", " --- under the realm of G115 G155 ---\n", "0.252764981026\n", "\n", " --- under the realm of G115 G156 ---\n", "0.251934159062\n", "\n", " --- under the realm of G115 G157 ---\n", "0.254711112045\n", "\n", " --- under the realm of G115 G158 ---\n", "0.234915037755\n", "\n", " --- under the realm of G115 G159 ---\n", "0.226564202897\n", "\n", " --- under the realm of G115 G160 ---\n", "0.22994368795\n", "\n", " --- under the realm of G115 G161 ---\n", "0.230446210427\n", "\n", " --- under the realm of G115 G162 ---\n", "0.231121560119\n", "\n", " --- under the realm of G115 G163 ---\n", "0.228580618094\n", "\n", " --- under the realm of G115 G164 ---\n", "0.229255971895\n", "\n", " --- under the realm of G115 G165 ---\n", "0.249282696427\n", "\n", " --- under the realm of G115 G166 ---\n", "0.246957646987\n", "\n", " --- under the realm of G115 G167 ---\n", "0.221198368166\n", "\n", " --- under the realm of G115 G168 ---\n", "0.222559801083\n", "\n", " --- under the realm of G115 G169 ---\n", "0.2567387346\n", "\n", " --- under the realm of G115 G170 ---\n", "0.257508815156\n", "\n", " --- under the realm of G115 G171 ---\n", "0.258364936072\n", "\n", " --- under the realm of G115 G172 ---\n", "0.258054262701\n", "\n", " --- under the realm of G115 G173 ---\n", "0.251020687145\n", "\n", " --- under the realm of G115 G174 ---\n", "0.257061596682\n", "\n", " --- under the realm of G115 G175 ---\n", "0.25704777383\n", "\n", " --- under the realm of G115 G176 ---\n", "0.257350834306\n", "\n", " --- under the realm of G115 G177 ---\n", "0.25701316445\n", "\n", " --- under the realm of G115 G178 ---\n", "0.257054685256\n", "\n", " --- under the realm of G115 G179 ---\n", "0.255477989862\n", "\n", " --- under the realm of G115 G180 ---\n", "0.254723992029\n", "\n", " --- under the realm of G115 G181 ---\n", "0.252905572957\n", "\n", " --- under the realm of G115 G182 ---\n", "0.252921049695\n", "\n", " --- under the realm of G115 G183 ---\n", "0.252968563851\n", "\n", " --- under the realm of G115 G184 ---\n", "0.250457487867\n", "--- marginalized kernel matrix of size 185 built in 497.7129626274109 seconds ---\n", "\n", " --- under the realm of G116 G116 ---\n", "0.25090576593\n", "\n", " --- under the realm of G116 G117 ---\n", "0.25141360292\n", "\n", " --- under the realm of G116 G118 ---\n", "0.251564650581\n", "\n", " --- under the realm of G116 G119 ---\n", "0.251493297713\n", "\n", " --- under the realm of G116 G120 ---\n", "0.248917116176\n", "\n", " --- under the realm of G116 G121 ---\n", "0.250985464326\n", "\n", " --- under the realm of G116 G122 ---\n", "0.251644343674\n", "\n", " --- under the realm of G116 G123 ---\n", "0.252303218209\n", "\n", " --- under the realm of G116 G124 ---\n", "0.252094022747\n", "\n", " --- under the realm of G116 G125 ---\n", "0.248298856538\n", "\n", " --- under the realm of G116 G126 ---\n", "0.251598617613\n", "\n", " --- under the realm of G116 G127 ---\n", "0.229778627343\n", "\n", " --- under the realm of G116 G128 ---\n", "0.225342787285\n", "\n", " --- under the realm of G116 G129 ---\n", "0.224625224277\n", "\n", " --- under the realm of G116 G130 ---\n", "0.220577239198\n", "\n", " --- under the realm of G116 G131 ---\n", "0.219852326795\n", "\n", " --- under the realm of G116 G132 ---\n", "0.222322371124\n", "\n", " --- under the realm of G116 G133 ---\n", "0.245770609882\n", "\n", " --- under the realm of G116 G134 ---\n", "0.24593393642\n", "\n", " --- under the realm of G116 G135 ---\n", "0.245852273151\n", "\n", " --- under the realm of G116 G136 ---\n", "0.247643061441\n", "\n", " --- under the realm of G116 G137 ---\n", "0.247217170155\n", "\n", " --- under the realm of G116 G138 ---\n", "0.246493890019\n", "\n", " --- under the realm of G116 G139 ---\n", "0.246575553287\n", "\n", " --- under the realm of G116 G140 ---\n", "0.242784629696\n", "\n", " --- under the realm of G116 G141 ---\n", "0.221193548894\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " --- under the realm of G116 G142 ---\n", "0.221340542778\n", "\n", " --- under the realm of G116 G143 ---\n", "0.222878755297\n", "\n", " --- under the realm of G116 G144 ---\n", "0.216760756813\n", "\n", " --- under the realm of G116 G145 ---\n", "0.253013580532\n", "\n", " --- under the realm of G116 G146 ---\n", "0.253963998443\n", "\n", " --- under the realm of G116 G147 ---\n", "0.254315633238\n", "\n", " --- under the realm of G116 G148 ---\n", "0.254980357948\n", "\n", " --- under the realm of G116 G149 ---\n", "0.254308378866\n", "\n", " --- under the realm of G116 G150 ---\n", "0.252579777958\n", "\n", " --- under the realm of G116 G151 ---\n", "0.254387361851\n", "\n", " --- under the realm of G116 G152 ---\n", "0.252579710507\n", "\n", " --- under the realm of G116 G153 ---\n", "0.252029663971\n", "\n", " --- under the realm of G116 G154 ---\n", "0.252143056152\n", "\n", " --- under the realm of G116 G155 ---\n", "0.252861255854\n", "\n", " --- under the realm of G116 G156 ---\n", "0.252039551216\n", "\n", " --- under the realm of G116 G157 ---\n", "0.254798515701\n", "\n", " --- under the realm of G116 G158 ---\n", "0.234992533247\n", "\n", " --- under the realm of G116 G159 ---\n", "0.226647794757\n", "\n", " --- under the realm of G116 G160 ---\n", "0.230005481736\n", "\n", " --- under the realm of G116 G161 ---\n", "0.230525332022\n", "\n", " --- under the realm of G116 G162 ---\n", "0.231177646985\n", "\n", " --- under the realm of G116 G163 ---\n", "0.22865015268\n", "\n", " --- under the realm of G116 G164 ---\n", "0.229302472997\n", "\n", " --- under the realm of G116 G165 ---\n", "0.249391613326\n", "\n", " --- under the realm of G116 G166 ---\n", "0.247066860582\n", "\n", " --- under the realm of G116 G167 ---\n", "0.221287064651\n", "\n", " --- under the realm of G116 G168 ---\n", "0.222641172489\n", "\n", " --- under the realm of G116 G169 ---\n", "0.256840628664\n", "\n", " --- under the realm of G116 G170 ---\n", "0.257601944536\n", "\n", " --- under the realm of G116 G171 ---\n", "0.258475531681\n", "\n", " --- under the realm of G116 G172 ---\n", "0.258152703826\n", "\n", " --- under the realm of G116 G173 ---\n", "0.251126260522\n", "\n", " --- under the realm of G116 G174 ---\n", "0.257170732536\n", "\n", " --- under the realm of G116 G175 ---\n", "0.257157542769\n", "\n", " --- under the realm of G116 G176 ---\n", "0.257449557235\n", "\n", " --- under the realm of G116 G177 ---\n", "0.2571234059\n", "\n", " --- under the realm of G116 G178 ---\n", "0.257164137653\n", "\n", " --- under the realm of G116 G179 ---\n", "0.255582183235\n", "\n", " --- under the realm of G116 G180 ---\n", "0.254836460037\n", "\n", " --- under the realm of G116 G181 ---\n", "0.253021799071\n", "\n", " --- under the realm of G116 G182 ---\n", "0.253037210288\n", "\n", " --- under the realm of G116 G183 ---\n", "0.253085894956\n", "\n", " --- under the realm of G116 G184 ---\n", "0.250570498385\n", "--- marginalized kernel matrix of size 185 built in 501.2381286621094 seconds ---\n", "\n", " --- under the realm of G117 G117 ---\n", "0.252010368837\n", "\n", " --- under the realm of G117 G118 ---\n", "0.252216743208\n", "\n", " --- under the realm of G117 G119 ---\n", "0.252079540444\n", "\n", " --- under the realm of G117 G120 ---\n", "0.249339498298\n", "\n", " --- under the realm of G117 G121 ---\n", "0.251482785734\n", "\n", " --- under the realm of G117 G122 ---\n", "0.252285909419\n", "\n", " --- under the realm of G117 G123 ---\n", "0.253088718721\n", "\n", " --- under the realm of G117 G124 ---\n", "0.252829386022\n", "\n", " --- under the realm of G117 G125 ---\n", "0.248641928334\n", "\n", " --- under the realm of G117 G126 ---\n", "0.252174748674\n", "\n", " --- under the realm of G117 G127 ---\n", "0.230480885305\n", "\n", " --- under the realm of G117 G128 ---\n", "0.225904350468\n", "\n", " --- under the realm of G117 G129 ---\n", "0.225007871695\n", "\n", " --- under the realm of G117 G130 ---\n", "0.220608720116\n", "\n", " --- under the realm of G117 G131 ---\n", "0.220013609455\n", "\n", " --- under the realm of G117 G132 ---\n", "0.222675362601\n", "\n", " --- under the realm of G117 G133 ---\n", "0.246414563267\n", "\n", " --- under the realm of G117 G134 ---\n", "0.246573216771\n", "\n", " --- under the realm of G117 G135 ---\n", "0.246493890019\n", "\n", " --- under the realm of G117 G136 ---\n", "0.248373250016\n", "\n", " --- under the realm of G117 G137 ---\n", "0.247913048072\n", "\n", " --- under the realm of G117 G138 ---\n", "0.247163805669\n", "\n", " --- under the realm of G117 G139 ---\n", "0.247243132421\n", "\n", " --- under the realm of G117 G140 ---\n", "0.243370682394\n", "\n", " --- under the realm of G117 G141 ---\n", "0.22177310694\n", "\n", " --- under the realm of G117 G142 ---\n", "0.221915895094\n", "\n", " --- under the realm of G117 G143 ---\n", "0.223535925014\n", "\n", " --- under the realm of G117 G144 ---\n", "0.217372202631\n", "\n", " --- under the realm of G117 G145 ---\n", "0.253494885928\n", "\n", " --- under the realm of G117 G146 ---\n", "0.254537085745\n", "\n", " --- under the realm of G117 G147 ---\n", "0.254861464625\n", "\n", " --- under the realm of G117 G148 ---\n", "0.255646554136\n", "\n", " --- under the realm of G117 G149 ---\n", "0.254853787438\n", "\n", " --- under the realm of G117 G150 ---\n", "0.253039123119\n", "\n", " --- under the realm of G117 G151 ---\n", "0.254923729579\n", "\n", " --- under the realm of G117 G152 ---\n", "0.253039054517\n", "\n", " --- under the realm of G117 G153 ---\n", "0.252417738241\n", "\n", " --- under the realm of G117 G154 ---\n", "0.252522077736\n", "\n", " --- under the realm of G117 G155 ---\n", "0.253356343932\n", "\n", " --- under the realm of G117 G156 ---\n", "0.252427780828\n", "\n", " --- under the realm of G117 G157 ---\n", "0.255478135695\n", "\n", " --- under the realm of G117 G158 ---\n", "0.235691066405\n", "\n", " --- under the realm of G117 G159 ---\n", "0.226731964535\n", "\n", " --- under the realm of G117 G160 ---\n", "0.230442450483\n", "\n", " --- under the realm of G117 G161 ---\n", "0.230912386373\n", "\n", " --- under the realm of G117 G162 ---\n", "0.231727320484\n", "\n", " --- under the realm of G117 G163 ---\n", "0.228991916866\n", "\n", " --- under the realm of G117 G164 ---\n", "0.22980695393\n", "\n", " --- under the realm of G117 G165 ---\n", "0.250059235838\n", "\n", " --- under the realm of G117 G166 ---\n", "0.247673617512\n", "\n", " --- under the realm of G117 G167 ---\n", "0.221813935602\n", "\n", " --- under the realm of G117 G168 ---\n", "0.223242222748\n", "\n", " --- under the realm of G117 G169 ---\n", "0.257433716804\n", "\n", " --- under the realm of G117 G170 ---\n", "0.258291879238\n", "\n", " --- under the realm of G117 G171 ---\n", "0.259138262084\n", "\n", " --- under the realm of G117 G172 ---\n", "0.25884919926\n", "\n", " --- under the realm of G117 G173 ---\n", "0.251806931612\n", "\n", " --- under the realm of G117 G174 ---\n", "0.257739046918\n", "\n", " --- under the realm of G117 G175 ---\n", "0.257725088396\n", "\n", " --- under the realm of G117 G176 ---\n", "0.258098797318\n", "\n", " --- under the realm of G117 G177 ---\n", "0.257691283045\n", "\n", " --- under the realm of G117 G178 ---\n", "0.257732067657\n", "\n", " --- under the realm of G117 G179 ---\n", "0.256071868486\n", "\n", " --- under the realm of G117 G180 ---\n", "0.25557046761\n", "\n", " --- under the realm of G117 G181 ---\n", "0.253692447539\n", "\n", " --- under the realm of G117 G182 ---\n", "0.2537078042\n", "\n", " --- under the realm of G117 G183 ---\n", "0.253754770689\n", "\n", " --- under the realm of G117 G184 ---\n", "0.251194195524\n", "--- marginalized kernel matrix of size 185 built in 504.7114350795746 seconds ---\n", "\n", " --- under the realm of G118 G118 ---\n", "0.252460515097\n", "\n", " --- under the realm of G118 G119 ---\n", "0.252276084027\n", "\n", " --- under the realm of G118 G120 ---\n", "0.249459317003\n", "\n", " --- under the realm of G118 G121 ---\n", "0.251624015767\n", "\n", " --- under the realm of G118 G122 ---\n", "0.252519844053\n", "\n", " --- under the realm of G118 G123 ---\n", "0.253415449055\n", "\n", " --- under the realm of G118 G124 ---\n", "0.253122895697\n", "\n", " --- under the realm of G118 G125 ---\n", "0.248714959977\n", "\n", " --- under the realm of G118 G126 ---\n", "0.252362675773\n", "\n", " --- under the realm of G118 G127 ---\n", "0.230769361124\n", "\n", " --- under the realm of G118 G128 ---\n", "0.226152980425\n", "\n", " --- under the realm of G118 G129 ---\n", "0.225140748326\n", "\n", " --- under the realm of G118 G130 ---\n", "0.220556565195\n", "\n", " --- under the realm of G118 G131 ---\n", "0.220052183093\n", "\n", " --- under the realm of G118 G132 ---\n", "0.222810243115\n", "\n", " --- under the realm of G118 G133 ---\n", "0.246630130387\n", "\n", " --- under the realm of G118 G134 ---\n", "0.246783540936\n", "\n", " --- under the realm of G118 G135 ---\n", "0.246706835662\n", "\n", " --- under the realm of G118 G136 ---\n", "0.248641086116\n", "\n", " --- under the realm of G118 G137 ---\n", "0.248157682896\n", "\n", " --- under the realm of G118 G138 ---\n", "0.247393906641\n", "\n", " --- under the realm of G118 G139 ---\n", "0.247470611916\n", "\n", " --- under the realm of G118 G140 ---\n", "0.243560807457\n", "\n", " --- under the realm of G118 G141 ---\n", "0.221967117348\n", "\n", " --- under the realm of G118 G142 ---\n", "0.222105186843\n", "\n", " --- under the realm of G118 G143 ---\n", "0.223776977504\n", "\n", " --- under the realm of G118 G144 ---\n", "0.217610328016\n", "\n", " --- under the realm of G118 G145 ---\n", "0.25363692891\n", "\n", " --- under the realm of G118 G146 ---\n", "0.254728422782\n", "\n", " --- under the realm of G118 G147 ---\n", "0.255031330205\n", "\n", " --- under the realm of G118 G148 ---\n", "0.255891036092\n", "\n", " --- under the realm of G118 G149 ---\n", "0.25502291451\n", "\n", " --- under the realm of G118 G150 ---\n", "0.253171437673\n", "\n", " --- under the realm of G118 G151 ---\n", "0.255084759671\n", "\n", " --- under the realm of G118 G152 ---\n", "0.253171363914\n", "\n", " --- under the realm of G118 G153 ---\n", "0.252508241997\n", "\n", " --- under the realm of G118 G154 ---\n", "0.252605355966\n", "\n", " --- under the realm of G118 G155 ---\n", "0.253509934561\n", "\n", " --- under the realm of G118 G156 ---\n", "0.252518740299\n", "\n", " --- under the realm of G118 G157 ---\n", "0.25573292817\n", "\n", " --- under the realm of G118 G158 ---\n", "0.23596553219\n", "\n", " --- under the realm of G118 G159 ---\n", "0.226692597184\n", "\n", " --- under the realm of G118 G160 ---\n", "0.230600702446\n", "\n", " --- under the realm of G118 G161 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.231028013316\n", "\n", " --- under the realm of G118 G162 ---\n", "0.231948138263\n", "\n", " --- under the realm of G118 G163 ---\n", "0.229094167828\n", "\n", " --- under the realm of G118 G164 ---\n", "0.230014520541\n", "\n", " --- under the realm of G118 G165 ---\n", "0.250286014072\n", "\n", " --- under the realm of G118 G166 ---\n", "0.247869505098\n", "\n", " --- under the realm of G118 G167 ---\n", "0.2219903087\n", "\n", " --- under the realm of G118 G168 ---\n", "0.223463125312\n", "\n", " --- under the realm of G118 G169 ---\n", "0.257630182543\n", "\n", " --- under the realm of G118 G170 ---\n", "0.258546102603\n", "\n", " --- under the realm of G118 G171 ---\n", "0.259360850951\n", "\n", " --- under the realm of G118 G172 ---\n", "0.259101453244\n", "\n", " --- under the realm of G118 G173 ---\n", "0.252043923001\n", "\n", " --- under the realm of G118 G174 ---\n", "0.257916276708\n", "\n", " --- under the realm of G118 G175 ---\n", "0.257900975445\n", "\n", " --- under the realm of G118 G176 ---\n", "0.258326884999\n", "\n", " --- under the realm of G118 G177 ---\n", "0.257866709922\n", "\n", " --- under the realm of G118 G178 ---\n", "0.257908626076\n", "\n", " --- under the realm of G118 G179 ---\n", "0.256214672754\n", "\n", " --- under the realm of G118 G180 ---\n", "0.255827283168\n", "\n", " --- under the realm of G118 G181 ---\n", "0.253913502583\n", "\n", " --- under the realm of G118 G182 ---\n", "0.253928999323\n", "\n", " --- under the realm of G118 G183 ---\n", "0.253973800766\n", "\n", " --- under the realm of G118 G184 ---\n", "0.251394798134\n", "--- marginalized kernel matrix of size 185 built in 508.18280148506165 seconds ---\n", "\n", " --- under the realm of G119 G119 ---\n", "0.252154238505\n", "\n", " --- under the realm of G119 G120 ---\n", "0.249405659675\n", "\n", " --- under the realm of G119 G121 ---\n", "0.251568004205\n", "\n", " --- under the realm of G119 G122 ---\n", "0.252350778068\n", "\n", " --- under the realm of G119 G123 ---\n", "0.25313319653\n", "\n", " --- under the realm of G119 G124 ---\n", "0.252882064324\n", "\n", " --- under the realm of G119 G125 ---\n", "0.248714935426\n", "\n", " --- under the realm of G119 G126 ---\n", "0.252253225519\n", "\n", " --- under the realm of G119 G127 ---\n", "0.230523902975\n", "\n", " --- under the realm of G119 G128 ---\n", "0.225924629043\n", "\n", " --- under the realm of G119 G129 ---\n", "0.22505411929\n", "\n", " --- under the realm of G119 G130 ---\n", "0.220659766279\n", "\n", " --- under the realm of G119 G131 ---\n", "0.220043259421\n", "\n", " --- under the realm of G119 G132 ---\n", "0.222708127187\n", "\n", " --- under the realm of G119 G133 ---\n", "0.246494484017\n", "\n", " --- under the realm of G119 G134 ---\n", "0.246656622557\n", "\n", " --- under the realm of G119 G135 ---\n", "0.246575553287\n", "\n", " --- under the realm of G119 G136 ---\n", "0.248446739815\n", "\n", " --- under the realm of G119 G137 ---\n", "0.247991780825\n", "\n", " --- under the realm of G119 G138 ---\n", "0.247243132421\n", "\n", " --- under the realm of G119 G139 ---\n", "0.247324201691\n", "\n", " --- under the realm of G119 G140 ---\n", "0.243446437447\n", "\n", " --- under the realm of G119 G141 ---\n", "0.221845035616\n", "\n", " --- under the realm of G119 G142 ---\n", "0.221990960302\n", "\n", " --- under the realm of G119 G143 ---\n", "0.223602065833\n", "\n", " --- under the realm of G119 G144 ---\n", "0.217425132678\n", "\n", " --- under the realm of G119 G145 ---\n", "0.253566998656\n", "\n", " --- under the realm of G119 G146 ---\n", "0.254607213007\n", "\n", " --- under the realm of G119 G147 ---\n", "0.25493833883\n", "\n", " --- under the realm of G119 G148 ---\n", "0.255710080324\n", "\n", " --- under the realm of G119 G149 ---\n", "0.25493140898\n", "\n", " --- under the realm of G119 G150 ---\n", "0.25310982155\n", "\n", " --- under the realm of G119 G151 ---\n", "0.255005574953\n", "\n", " --- under the realm of G119 G152 ---\n", "0.253109761401\n", "\n", " --- under the realm of G119 G153 ---\n", "0.252494185848\n", "\n", " --- under the realm of G119 G154 ---\n", "0.252600978965\n", "\n", " --- under the realm of G119 G155 ---\n", "0.25342373223\n", "\n", " --- under the realm of G119 G156 ---\n", "0.252503576957\n", "\n", " --- under the realm of G119 G157 ---\n", "0.255538768039\n", "\n", " --- under the realm of G119 G158 ---\n", "0.235744304853\n", "\n", " --- under the realm of G119 G159 ---\n", "0.226795191514\n", "\n", " --- under the realm of G119 G160 ---\n", "0.230487187689\n", "\n", " --- under the realm of G119 G161 ---\n", "0.230976014256\n", "\n", " --- under the realm of G119 G162 ---\n", "0.231767344469\n", "\n", " --- under the realm of G119 G163 ---\n", "0.229048374427\n", "\n", " --- under the realm of G119 G164 ---\n", "0.229839790926\n", "\n", " --- under the realm of G119 G165 ---\n", "0.250139176153\n", "\n", " --- under the realm of G119 G166 ---\n", "0.247752538553\n", "\n", " --- under the realm of G119 G167 ---\n", "0.221879325307\n", "\n", " --- under the realm of G119 G168 ---\n", "0.223304586645\n", "\n", " --- under the realm of G119 G169 ---\n", "0.257507233608\n", "\n", " --- under the realm of G119 G170 ---\n", "0.258356619434\n", "\n", " --- under the realm of G119 G171 ---\n", "0.259222210721\n", "\n", " --- under the realm of G119 G172 ---\n", "0.258918991065\n", "\n", " --- under the realm of G119 G173 ---\n", "0.251881907942\n", "\n", " --- under the realm of G119 G174 ---\n", "0.257818132627\n", "\n", " --- under the realm of G119 G175 ---\n", "0.257805532901\n", "\n", " --- under the realm of G119 G176 ---\n", "0.258168941225\n", "\n", " --- under the realm of G119 G177 ---\n", "0.257773238678\n", "\n", " --- under the realm of G119 G178 ---\n", "0.257811832764\n", "\n", " --- under the realm of G119 G179 ---\n", "0.256145912377\n", "\n", " --- under the realm of G119 G180 ---\n", "0.255653265516\n", "\n", " --- under the realm of G119 G181 ---\n", "0.253777374698\n", "\n", " --- under the realm of G119 G182 ---\n", "0.253792413824\n", "\n", " --- under the realm of G119 G183 ---\n", "0.253841120946\n", "\n", " --- under the realm of G119 G184 ---\n", "0.251275707143\n", "--- marginalized kernel matrix of size 185 built in 511.57191157341003 seconds ---\n", "\n", " --- under the realm of G120 G120 ---\n", "0.247194646521\n", "\n", " --- under the realm of G120 G121 ---\n", "0.248983265093\n", "\n", " --- under the realm of G120 G122 ---\n", "0.249525484652\n", "\n", " --- under the realm of G120 G123 ---\n", "0.250069211533\n", "\n", " --- under the realm of G120 G124 ---\n", "0.249895424228\n", "\n", " --- under the realm of G120 G125 ---\n", "0.246674265625\n", "\n", " --- under the realm of G120 G126 ---\n", "0.249500616659\n", "\n", " --- under the realm of G120 G127 ---\n", "0.227750144141\n", "\n", " --- under the realm of G120 G128 ---\n", "0.223890107184\n", "\n", " --- under the realm of G120 G129 ---\n", "0.223307816452\n", "\n", " --- under the realm of G120 G130 ---\n", "0.219866180993\n", "\n", " --- under the realm of G120 G131 ---\n", "0.219112576442\n", "\n", " --- under the realm of G120 G132 ---\n", "0.221215887144\n", "\n", " --- under the realm of G120 G133 ---\n", "0.24346816418\n", "\n", " --- under the realm of G120 G134 ---\n", "0.243617511147\n", "\n", " --- under the realm of G120 G135 ---\n", "0.243542837663\n", "\n", " --- under the realm of G120 G136 ---\n", "0.2452492272\n", "\n", " --- under the realm of G120 G137 ---\n", "0.244840348259\n", "\n", " --- under the realm of G120 G138 ---\n", "0.24415425622\n", "\n", " --- under the realm of G120 G139 ---\n", "0.244228929703\n", "\n", " --- under the realm of G120 G140 ---\n", "0.240632161385\n", "\n", " --- under the realm of G120 G141 ---\n", "0.219121347762\n", "\n", " --- under the realm of G120 G142 ---\n", "0.219255760032\n", "\n", " --- under the realm of G120 G143 ---\n", "0.22072430448\n", "\n", " --- under the realm of G120 G144 ---\n", "0.214890133421\n", "\n", " --- under the realm of G120 G145 ---\n", "0.251105553659\n", "\n", " --- under the realm of G120 G146 ---\n", "0.251908466627\n", "\n", " --- under the realm of G120 G147 ---\n", "0.252238853749\n", "\n", " --- under the realm of G120 G148 ---\n", "0.252786369822\n", "\n", " --- under the realm of G120 G149 ---\n", "0.252230457945\n", "\n", " --- under the realm of G120 G150 ---\n", "0.250728399412\n", "\n", " --- under the realm of G120 G151 ---\n", "0.252298387986\n", "\n", " --- under the realm of G120 G152 ---\n", "0.250728316547\n", "\n", " --- under the realm of G120 G153 ---\n", "0.250267104492\n", "\n", " --- under the realm of G120 G154 ---\n", "0.250372947936\n", "\n", " --- under the realm of G120 G155 ---\n", "0.250966419567\n", "\n", " --- under the realm of G120 G156 ---\n", "0.250278163129\n", "\n", " --- under the realm of G120 G157 ---\n", "0.252614364965\n", "\n", " --- under the realm of G120 G158 ---\n", "0.232863443891\n", "\n", " --- under the realm of G120 G159 ---\n", "0.225709393105\n", "\n", " --- under the realm of G120 G160 ---\n", "0.228553116636\n", "\n", " --- under the realm of G120 G161 ---\n", "0.229021398713\n", "\n", " --- under the realm of G120 G162 ---\n", "0.229550798278\n", "\n", " --- under the realm of G120 G163 ---\n", "0.227324800579\n", "\n", " --- under the realm of G120 G164 ---\n", "0.227854130621\n", "\n", " --- under the realm of G120 G165 ---\n", "0.24703655566\n", "\n", " --- under the realm of G120 G166 ---\n", "0.244829210937\n", "\n", " --- under the realm of G120 G167 ---\n", "0.21940324544\n", "\n", " --- under the realm of G120 G168 ---\n", "0.220680672503\n", "\n", " --- under the realm of G120 G169 ---\n", "0.254698847325\n", "\n", " --- under the realm of G120 G170 ---\n", "0.255343528731\n", "\n", " --- under the realm of G120 G171 ---\n", "0.256119405957\n", "\n", " --- under the realm of G120 G172 ---\n", "0.255833519781\n", "\n", " --- under the realm of G120 G173 ---\n", "0.24877283081\n", "\n", " --- under the realm of G120 G174 ---\n", "0.255010761077\n", "\n", " --- under the realm of G120 G175 ---\n", "0.254995495978\n", "\n", " --- under the realm of G120 G176 ---\n", "0.255222737772\n", "\n", " --- under the realm of G120 G177 ---\n", "0.25495808002\n", "\n", " --- under the realm of G120 G178 ---\n", "0.255003128528\n", "\n", " --- under the realm of G120 G179 ---\n", "0.253625981225\n", "\n", " --- under the realm of G120 G180 ---\n", "0.252315519232\n", "\n", " --- under the realm of G120 G181 ---\n", "0.25059194879\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- under the realm of G120 G182 ---\n", "0.250607438991\n", "\n", " --- under the realm of G120 G183 ---\n", "0.250650260558\n", "\n", " --- under the realm of G120 G184 ---\n", "0.248263153866\n", "--- marginalized kernel matrix of size 185 built in 514.9148395061493 seconds ---\n", "\n", " --- under the realm of G121 G121 ---\n", "0.25107068714\n", "\n", " --- under the realm of G121 G122 ---\n", "0.251709232148\n", "\n", " --- under the realm of G121 G123 ---\n", "0.252347771261\n", "\n", " --- under the realm of G121 G124 ---\n", "0.252146751253\n", "\n", " --- under the realm of G121 G125 ---\n", "0.248371858748\n", "\n", " --- under the realm of G121 G126 ---\n", "0.251677101037\n", "\n", " --- under the realm of G121 G127 ---\n", "0.229821680608\n", "\n", " --- under the realm of G121 G128 ---\n", "0.225363066195\n", "\n", " --- under the realm of G121 G129 ---\n", "0.224671461166\n", "\n", " --- under the realm of G121 G130 ---\n", "0.220628273419\n", "\n", " --- under the realm of G121 G131 ---\n", "0.219881953039\n", "\n", " --- under the realm of G121 G132 ---\n", "0.222355137783\n", "\n", " --- under the realm of G121 G133 ---\n", "0.245850530633\n", "\n", " --- under the realm of G121 G134 ---\n", "0.246017342206\n", "\n", " --- under the realm of G121 G135 ---\n", "0.24593393642\n", "\n", " --- under the realm of G121 G136 ---\n", "0.24771655124\n", "\n", " --- under the realm of G121 G137 ---\n", "0.247295902909\n", "\n", " --- under the realm of G121 G138 ---\n", "0.246573216771\n", "\n", " --- under the realm of G121 G139 ---\n", "0.246656622557\n", "\n", " --- under the realm of G121 G140 ---\n", "0.242860384748\n", "\n", " --- under the realm of G121 G141 ---\n", "0.22126547757\n", "\n", " --- under the realm of G121 G142 ---\n", "0.221415607985\n", "\n", " --- under the realm of G121 G143 ---\n", "0.222944896116\n", "\n", " --- under the realm of G121 G144 ---\n", "0.21681368686\n", "\n", " --- under the realm of G121 G145 ---\n", "0.25308568726\n", "\n", " --- under the realm of G121 G146 ---\n", "0.254034126824\n", "\n", " --- under the realm of G121 G147 ---\n", "0.254392510068\n", "\n", " --- under the realm of G121 G148 ---\n", "0.255043906653\n", "\n", " --- under the realm of G121 G149 ---\n", "0.254386003041\n", "\n", " --- under the realm of G121 G150 ---\n", "0.252650465722\n", "\n", " --- under the realm of G121 G151 ---\n", "0.254469210463\n", "\n", " --- under the realm of G121 G152 ---\n", "0.252650406734\n", "\n", " --- under the realm of G121 G153 ---\n", "0.252106107183\n", "\n", " --- under the realm of G121 G154 ---\n", "0.25222195796\n", "\n", " --- under the realm of G121 G155 ---\n", "0.252928633448\n", "\n", " --- under the realm of G121 G156 ---\n", "0.252115341662\n", "\n", " --- under the realm of G121 G157 ---\n", "0.254859172294\n", "\n", " --- under the realm of G121 G158 ---\n", "0.235045799861\n", "\n", " --- under the realm of G121 G159 ---\n", "0.226711029439\n", "\n", " --- under the realm of G121 G160 ---\n", "0.230050204765\n", "\n", " --- under the realm of G121 G161 ---\n", "0.230588958928\n", "\n", " --- under the realm of G121 G162 ---\n", "0.231217672208\n", "\n", " --- under the realm of G121 G163 ---\n", "0.228706612639\n", "\n", " --- under the realm of G121 G164 ---\n", "0.22933533273\n", "\n", " --- under the realm of G121 G165 ---\n", "0.249471553641\n", "\n", " --- under the realm of G121 G166 ---\n", "0.247145781623\n", "\n", " --- under the realm of G121 G167 ---\n", "0.221352454356\n", "\n", " --- under the realm of G121 G168 ---\n", "0.222703536386\n", "\n", " --- under the realm of G121 G169 ---\n", "0.256914146485\n", "\n", " --- under the realm of G121 G170 ---\n", "0.257666706914\n", "\n", " --- under the realm of G121 G171 ---\n", "0.258559489763\n", "\n", " --- under the realm of G121 G172 ---\n", "0.258222520412\n", "\n", " --- under the realm of G121 G173 ---\n", "0.251201253904\n", "\n", " --- under the realm of G121 G174 ---\n", "0.257249820628\n", "\n", " --- under the realm of G121 G175 ---\n", "0.257237989671\n", "\n", " --- under the realm of G121 G176 ---\n", "0.257519713175\n", "\n", " --- under the realm of G121 G177 ---\n", "0.257205363935\n", "\n", " --- under the realm of G121 G178 ---\n", "0.25724390515\n", "\n", " --- under the realm of G121 G179 ---\n", "0.255656217438\n", "\n", " --- under the realm of G121 G180 ---\n", "0.254919257943\n", "\n", " --- under the realm of G121 G181 ---\n", "0.25310672623\n", "\n", " --- under the realm of G121 G182 ---\n", "0.253121819912\n", "\n", " --- under the realm of G121 G183 ---\n", "0.253172245213\n", "\n", " --- under the realm of G121 G184 ---\n", "0.250652010004\n", "--- marginalized kernel matrix of size 185 built in 518.195853471756 seconds ---\n", "\n", " --- under the realm of G122 G122 ---\n", "0.252584703103\n", "\n", " --- under the realm of G122 G123 ---\n", "0.25345988983\n", "\n", " --- under the realm of G122 G124 ---\n", "0.253175549333\n", "\n", " --- under the realm of G122 G125 ---\n", "0.248787969519\n", "\n", " --- under the realm of G122 G126 ---\n", "0.2524411495\n", "\n", " --- under the realm of G122 G127 ---\n", "0.230812361256\n", "\n", " --- under the realm of G122 G128 ---\n", "0.226173258923\n", "\n", " --- under the realm of G122 G129 ---\n", "0.225187001308\n", "\n", " --- under the realm of G122 G130 ---\n", "0.220607617299\n", "\n", " --- under the realm of G122 G131 ---\n", "0.220081844999\n", "\n", " --- under the realm of G122 G132 ---\n", "0.222843006804\n", "\n", " --- under the realm of G122 G133 ---\n", "0.246710051137\n", "\n", " --- under the realm of G122 G134 ---\n", "0.246866946723\n", "\n", " --- under the realm of G122 G135 ---\n", "0.24678849893\n", "\n", " --- under the realm of G122 G136 ---\n", "0.248714575915\n", "\n", " --- under the realm of G122 G137 ---\n", "0.248236415649\n", "\n", " --- under the realm of G122 G138 ---\n", "0.247473233393\n", "\n", " --- under the realm of G122 G139 ---\n", "0.247551681186\n", "\n", " --- under the realm of G122 G140 ---\n", "0.24363656251\n", "\n", " --- under the realm of G122 G141 ---\n", "0.222039046024\n", "\n", " --- under the realm of G122 G142 ---\n", "0.222180252051\n", "\n", " --- under the realm of G122 G143 ---\n", "0.223843118323\n", "\n", " --- under the realm of G122 G144 ---\n", "0.217663258063\n", "\n", " --- under the realm of G122 G145 ---\n", "0.253709044723\n", "\n", " --- under the realm of G122 G146 ---\n", "0.254798549559\n", "\n", " --- under the realm of G122 G147 ---\n", "0.255108203201\n", "\n", " --- under the realm of G122 G148 ---\n", "0.255954551313\n", "\n", " --- under the realm of G122 G149 ---\n", "0.255100534837\n", "\n", " --- under the realm of G122 G150 ---\n", "0.253242141475\n", "\n", " --- under the realm of G122 G151 ---\n", "0.255166603518\n", "\n", " --- under the realm of G122 G152 ---\n", "0.253242076162\n", "\n", " --- under the realm of G122 G153 ---\n", "0.252584691808\n", "\n", " --- under the realm of G122 G154 ---\n", "0.252684256926\n", "\n", " --- under the realm of G122 G155 ---\n", "0.253577328297\n", "\n", " --- under the realm of G122 G156 ---\n", "0.252594539276\n", "\n", " --- under the realm of G122 G157 ---\n", "0.255793548624\n", "\n", " --- under the realm of G122 G158 ---\n", "0.236018756783\n", "\n", " --- under the realm of G122 G159 ---\n", "0.226755820344\n", "\n", " --- under the realm of G122 G160 ---\n", "0.230645446759\n", "\n", " --- under the realm of G122 G161 ---\n", "0.231091641779\n", "\n", " --- under the realm of G122 G162 ---\n", "0.23198816183\n", "\n", " --- under the realm of G122 G163 ---\n", "0.229150624275\n", "\n", " --- under the realm of G122 G164 ---\n", "0.23004734635\n", "\n", " --- under the realm of G122 G165 ---\n", "0.250365954387\n", "\n", " --- under the realm of G122 G166 ---\n", "0.247948426139\n", "\n", " --- under the realm of G122 G167 ---\n", "0.222055698405\n", "\n", " --- under the realm of G122 G168 ---\n", "0.223525489209\n", "\n", " --- under the realm of G122 G169 ---\n", "0.257703698906\n", "\n", " --- under the realm of G122 G170 ---\n", "0.258610831921\n", "\n", " --- under the realm of G122 G171 ---\n", "0.259444795072\n", "\n", " --- under the realm of G122 G172 ---\n", "0.259171232934\n", "\n", " --- under the realm of G122 G173 ---\n", "0.252118890992\n", "\n", " --- under the realm of G122 G174 ---\n", "0.257995361321\n", "\n", " --- under the realm of G122 G175 ---\n", "0.257981418842\n", "\n", " --- under the realm of G122 G176 ---\n", "0.258397023065\n", "\n", " --- under the realm of G122 G177 ---\n", "0.25794866444\n", "\n", " --- under the realm of G122 G178 ---\n", "0.257988390082\n", "\n", " --- under the realm of G122 G179 ---\n", "0.256288721522\n", "\n", " --- under the realm of G122 G180 ---\n", "0.255910081074\n", "\n", " --- under the realm of G122 G181 ---\n", "0.253998429741\n", "\n", " --- under the realm of G122 G182 ---\n", "0.254013608947\n", "\n", " --- under the realm of G122 G183 ---\n", "0.254060151023\n", "\n", " --- under the realm of G122 G184 ---\n", "0.251476309754\n", "--- marginalized kernel matrix of size 185 built in 521.4442369937897 seconds ---\n", "\n", " --- under the realm of G123 G123 ---\n", "0.254572688177\n", "\n", " --- under the realm of G123 G124 ---\n", "0.254204546092\n", "\n", " --- under the realm of G123 G125 ---\n", "0.249207004062\n", "\n", " --- under the realm of G123 G126 ---\n", "0.253204807703\n", "\n", " --- under the realm of G123 G127 ---\n", "0.231803366793\n", "\n", " --- under the realm of G123 G128 ---\n", "0.226983451341\n", "\n", " --- under the realm of G123 G129 ---\n", "0.225703248396\n", "\n", " --- under the realm of G123 G130 ---\n", "0.220593461161\n", "\n", " --- under the realm of G123 G131 ---\n", "0.220283961269\n", "\n", " --- under the realm of G123 G132 ---\n", "0.223330874182\n", "\n", " --- under the realm of G123 G133 ---\n", "0.247569571642\n", "\n", " --- under the realm of G123 G134 ---\n", "0.24771655124\n", "\n", " --- under the realm of G123 G135 ---\n", "0.247643061441\n", "\n", " --- under the realm of G123 G136 ---\n", "0.24971260059\n", "\n", " --- under the realm of G123 G137 ---\n", "0.24917692839\n", "\n", " --- under the realm of G123 G138 ---\n", "0.248373250016\n", "\n", " --- under the realm of G123 G139 ---\n", "0.248446739815\n", "\n", " --- under the realm of G123 G140 ---\n", "0.244412740271\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- under the realm of G123 G141 ---\n", "0.222812614477\n", "\n", " --- under the realm of G123 G142 ---\n", "0.222944896116\n", "\n", " --- under the realm of G123 G143 ---\n", "0.224741340531\n", "\n", " --- under the realm of G123 G144 ---\n", "0.218512829266\n", "\n", " --- under the realm of G123 G145 ---\n", "0.254333338537\n", "\n", " --- under the realm of G123 G146 ---\n", "0.255562970878\n", "\n", " --- under the realm of G123 G147 ---\n", "0.255823892899\n", "\n", " --- under the realm of G123 G148 ---\n", "0.256864997808\n", "\n", " --- under the realm of G123 G149 ---\n", "0.255815063176\n", "\n", " --- under the realm of G123 G150 ---\n", "0.253835176632\n", "\n", " --- under the realm of G123 G151 ---\n", "0.255863992257\n", "\n", " --- under the realm of G123 G152 ---\n", "0.253835105047\n", "\n", " --- under the realm of G123 G153 ---\n", "0.253065907825\n", "\n", " --- under the realm of G123 G154 ---\n", "0.253149270569\n", "\n", " --- under the realm of G123 G155 ---\n", "0.254226891904\n", "\n", " --- under the realm of G123 G156 ---\n", "0.253076361662\n", "\n", " --- under the realm of G123 G157 ---\n", "0.256727786602\n", "\n", " --- under the realm of G123 G158 ---\n", "0.236991940216\n", "\n", " --- under the realm of G123 G159 ---\n", "0.226806754489\n", "\n", " --- under the realm of G123 G160 ---\n", "0.231241271988\n", "\n", " --- under the realm of G123 G161 ---\n", "0.231595075445\n", "\n", " --- under the realm of G123 G162 ---\n", "0.232758650065\n", "\n", " --- under the realm of G123 G163 ---\n", "0.229594632725\n", "\n", " --- under the realm of G123 G164 ---\n", "0.230758959288\n", "\n", " --- under the realm of G123 G165 ---\n", "0.251260355133\n", "\n", " --- under the realm of G123 G166 ---\n", "0.248751070655\n", "\n", " --- under the realm of G123 G167 ---\n", "0.222758942454\n", "\n", " --- under the realm of G123 G168 ---\n", "0.224347442032\n", "\n", " --- under the realm of G123 G169 ---\n", "0.258493250041\n", "\n", " --- under the realm of G123 G170 ---\n", "0.259554831799\n", "\n", " --- under the realm of G123 G171 ---\n", "0.260329708829\n", "\n", " --- under the realm of G123 G172 ---\n", "0.260119793256\n", "\n", " --- under the realm of G123 G173 ---\n", "0.253036391216\n", "\n", " --- under the realm of G123 G174 ---\n", "0.258740898905\n", "\n", " --- under the realm of G123 G175 ---\n", "0.258724844864\n", "\n", " --- under the realm of G123 G176 ---\n", "0.259274132577\n", "\n", " --- under the realm of G123 G177 ---\n", "0.258691961766\n", "\n", " --- under the realm of G123 G178 ---\n", "0.258732871884\n", "\n", " --- under the realm of G123 G179 ---\n", "0.256922461475\n", "\n", " --- under the realm of G123 G180 ---\n", "0.256900904206\n", "\n", " --- under the realm of G123 G181 ---\n", "0.254890133253\n", "\n", " --- under the realm of G123 G182 ---\n", "0.254905397983\n", "\n", " --- under the realm of G123 G183 ---\n", "0.254948056832\n", "\n", " --- under the realm of G123 G184 ---\n", "0.252300609504\n", "--- marginalized kernel matrix of size 185 built in 524.6475987434387 seconds ---\n", "\n", " --- under the realm of G124 G124 ---\n", "0.253866401443\n", "\n", " --- under the realm of G124 G125 ---\n", "0.249076116755\n", "\n", " --- under the realm of G124 G126 ---\n", "0.252960665724\n", "\n", " --- under the realm of G124 G127 ---\n", "0.231476154135\n", "\n", " --- under the realm of G124 G128 ---\n", "0.226713976275\n", "\n", " --- under the realm of G124 G129 ---\n", "0.225537153317\n", "\n", " --- under the realm of G124 G130 ---\n", "0.220603785821\n", "\n", " --- under the realm of G124 G131 ---\n", "0.220218607625\n", "\n", " --- under the realm of G124 G132 ---\n", "0.223171933527\n", "\n", " --- under the realm of G124 G133 ---\n", "0.247292930565\n", "\n", " --- under the realm of G124 G134 ---\n", "0.247443996294\n", "\n", " --- under the realm of G124 G135 ---\n", "0.24736846343\n", "\n", " --- under the realm of G124 G136 ---\n", "0.249388465752\n", "\n", " --- under the realm of G124 G137 ---\n", "0.248873112167\n", "\n", " --- under the realm of G124 G138 ---\n", "0.248083021366\n", "\n", " --- under the realm of G124 G139 ---\n", "0.248158554231\n", "\n", " --- under the realm of G124 G140 ---\n", "0.244163454317\n", "\n", " --- under the realm of G124 G141 ---\n", "0.222563637509\n", "\n", " --- under the realm of G124 G142 ---\n", "0.222699596665\n", "\n", " --- under the realm of G124 G143 ---\n", "0.224449619177\n", "\n", " --- under the realm of G124 G144 ---\n", "0.218235870429\n", "\n", " --- under the realm of G124 G145 ---\n", "0.254133588297\n", "\n", " --- under the realm of G124 G146 ---\n", "0.255316691278\n", "\n", " --- under the realm of G124 G147 ---\n", "0.255594582946\n", "\n", " --- under the realm of G124 G148 ---\n", "0.256568022213\n", "\n", " --- under the realm of G124 G149 ---\n", "0.255586480461\n", "\n", " --- under the realm of G124 G150 ---\n", "0.253645710038\n", "\n", " --- under the realm of G124 G151 ---\n", "0.255642039708\n", "\n", " --- under the realm of G124 G152 ---\n", "0.253645643672\n", "\n", " --- under the realm of G124 G153 ---\n", "0.252914752607\n", "\n", " --- under the realm of G124 G154 ---\n", "0.253003818247\n", "\n", " --- under the realm of G124 G155 ---\n", "0.254017844811\n", "\n", " --- under the realm of G124 G156 ---\n", "0.252924750557\n", "\n", " --- under the realm of G124 G157 ---\n", "0.256422738554\n", "\n", " --- under the realm of G124 G158 ---\n", "0.236672564472\n", "\n", " --- under the realm of G124 G159 ---\n", "0.226797529199\n", "\n", " --- under the realm of G124 G160 ---\n", "0.231047731843\n", "\n", " --- under the realm of G124 G161 ---\n", "0.23143601063\n", "\n", " --- under the realm of G124 G162 ---\n", "0.232505674179\n", "\n", " --- under the realm of G124 G163 ---\n", "0.229454566399\n", "\n", " --- under the realm of G124 G164 ---\n", "0.230524751206\n", "\n", " --- under the realm of G124 G165 ---\n", "0.250972159256\n", "\n", " --- under the realm of G124 G166 ---\n", "0.248493356882\n", "\n", " --- under the realm of G124 G167 ---\n", "0.222532599755\n", "\n", " --- under the realm of G124 G168 ---\n", "0.224081183254\n", "\n", " --- under the realm of G124 G169 ---\n", "0.258239035274\n", "\n", " --- under the realm of G124 G170 ---\n", "0.259247118448\n", "\n", " --- under the realm of G124 G171 ---\n", "0.260045635228\n", "\n", " --- under the realm of G124 G172 ---\n", "0.25981136598\n", "\n", " --- under the realm of G124 G173 ---\n", "0.252739286087\n", "\n", " --- under the realm of G124 G174 ---\n", "0.258501820195\n", "\n", " --- under the realm of G124 G175 ---\n", "0.258487088406\n", "\n", " --- under the realm of G124 G176 ---\n", "0.258989803836\n", "\n", " --- under the realm of G124 G177 ---\n", "0.258454707977\n", "\n", " --- under the realm of G124 G178 ---\n", "0.258494454301\n", "\n", " --- under the realm of G124 G179 ---\n", "0.256719899598\n", "\n", " --- under the realm of G124 G180 ---\n", "0.256580647132\n", "\n", " --- under the realm of G124 G181 ---\n", "0.254603474822\n", "\n", " --- under the realm of G124 G182 ---\n", "0.25461853812\n", "\n", " --- under the realm of G124 G183 ---\n", "0.254662960617\n", "\n", " --- under the realm of G124 G184 ---\n", "0.252035999966\n", "--- marginalized kernel matrix of size 185 built in 527.7936069965363 seconds ---\n", "\n", " --- under the realm of G125 G125 ---\n", "0.246228205794\n", "\n", " --- under the realm of G125 G126 ---\n", "0.248816630552\n", "\n", " --- under the realm of G125 G127 ---\n", "0.226975954879\n", "\n", " --- under the realm of G125 G128 ---\n", "0.223290305532\n", "\n", " --- under the realm of G125 G129 ---\n", "0.222863611124\n", "\n", " --- under the realm of G125 G130 ---\n", "0.219769198066\n", "\n", " --- under the realm of G125 G131 ---\n", "0.218906386028\n", "\n", " --- under the realm of G125 G132 ---\n", "0.220817230171\n", "\n", " --- under the realm of G125 G133 ---\n", "0.242708874643\n", "\n", " --- under the realm of G125 G134 ---\n", "0.242860384748\n", "\n", " --- under the realm of G125 G135 ---\n", "0.242784629696\n", "\n", " --- under the realm of G125 G136 ---\n", "0.244412740271\n", "\n", " --- under the realm of G125 G137 ---\n", "0.244032490145\n", "\n", " --- under the realm of G125 G138 ---\n", "0.243370682394\n", "\n", " --- under the realm of G125 G139 ---\n", "0.243446437447\n", "\n", " --- under the realm of G125 G140 ---\n", "0.239934663988\n", "\n", " --- under the realm of G125 G141 ---\n", "0.218437987179\n", "\n", " --- under the realm of G125 G142 ---\n", "0.218574346273\n", "\n", " --- under the realm of G125 G143 ---\n", "0.219971466244\n", "\n", " --- under the realm of G125 G144 ---\n", "0.214204993896\n", "\n", " --- under the realm of G125 G145 ---\n", "0.250517808685\n", "\n", " --- under the realm of G125 G146 ---\n", "0.251231907703\n", "\n", " --- under the realm of G125 G147 ---\n", "0.251580904069\n", "\n", " --- under the realm of G125 G148 ---\n", "0.252021101347\n", "\n", " --- under the realm of G125 G149 ---\n", "0.251572784524\n", "\n", " --- under the realm of G125 G150 ---\n", "0.250164667923\n", "\n", " --- under the realm of G125 G151 ---\n", "0.251646606107\n", "\n", " --- under the realm of G125 G152 ---\n", "0.250164583768\n", "\n", " --- under the realm of G125 G153 ---\n", "0.249770217102\n", "\n", " --- under the realm of G125 G154 ---\n", "0.249882245927\n", "\n", " --- under the realm of G125 G155 ---\n", "0.250369365077\n", "\n", " --- under the realm of G125 G156 ---\n", "0.249781226249\n", "\n", " --- under the realm of G125 G157 ---\n", "0.251839958293\n", "\n", " --- under the realm of G125 G158 ---\n", "0.232080905799\n", "\n", " --- under the realm of G125 G159 ---\n", "0.22554544547\n", "\n", " --- under the realm of G125 G160 ---\n", "0.228051167009\n", "\n", " --- under the realm of G125 G161 ---\n", "0.2285527864\n", "\n", " --- under the realm of G125 G162 ---\n", "0.228940716721\n", "\n", " --- under the realm of G125 G163 ---\n", "0.226910464723\n", "\n", " --- under the realm of G125 G164 ---\n", "0.227298452705\n", "\n", " --- under the realm of G125 G165 ---\n", "0.246253021133\n", "\n", " --- under the realm of G125 G166 ---\n", "0.244106029757\n", "\n", " --- under the realm of G125 G167 ---\n", "0.218782008546\n", "\n", " --- under the realm of G125 G168 ---\n", "0.219993465315\n", "\n", " --- under the realm of G125 G169 ---\n", "0.253997035994\n", "\n", " --- under the realm of G125 G170 ---\n", "0.254552787758\n", "\n", " --- under the realm of G125 G171 ---\n", "0.255338988688\n", "\n", " --- under the realm of G125 G172 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.255030783187\n", "\n", " --- under the realm of G125 G173 ---\n", "0.247978663695\n", "\n", " --- under the realm of G125 G174 ---\n", "0.254325944816\n", "\n", " --- under the realm of G125 G175 ---\n", "0.254311182007\n", "\n", " --- under the realm of G125 G176 ---\n", "0.25446724897\n", "\n", " --- under the realm of G125 G177 ---\n", "0.254273262033\n", "\n", " --- under the realm of G125 G178 ---\n", "0.254318563412\n", "\n", " --- under the realm of G125 G179 ---\n", "0.253026738929\n", "\n", " --- under the realm of G125 G180 ---\n", "0.251461735268\n", "\n", " --- under the realm of G125 G181 ---\n", "0.249797564097\n", "\n", " --- under the realm of G125 G182 ---\n", "0.249813059669\n", "\n", " --- under the realm of G125 G183 ---\n", "0.249856639845\n", "\n", " --- under the realm of G125 G184 ---\n", "0.247518958177\n", "--- marginalized kernel matrix of size 185 built in 530.9512453079224 seconds ---\n", "\n", " --- under the realm of G126 G126 ---\n", "0.252355603081\n", "\n", " --- under the realm of G126 G127 ---\n", "0.230591395298\n", "\n", " --- under the realm of G126 G128 ---\n", "0.225960346058\n", "\n", " --- under the realm of G126 G129 ---\n", "0.225114169622\n", "\n", " --- under the realm of G126 G130 ---\n", "0.220730736008\n", "\n", " --- under the realm of G126 G131 ---\n", "0.220088913122\n", "\n", " --- under the realm of G126 G132 ---\n", "0.222751769122\n", "\n", " --- under the realm of G126 G133 ---\n", "0.246604216726\n", "\n", " --- under the realm of G126 G134 ---\n", "0.246768943457\n", "\n", " --- under the realm of G126 G135 ---\n", "0.246686580092\n", "\n", " --- under the realm of G126 G136 ---\n", "0.248547967561\n", "\n", " --- under the realm of G126 G137 ---\n", "0.24809850907\n", "\n", " --- under the realm of G126 G138 ---\n", "0.247351362898\n", "\n", " --- under the realm of G126 G139 ---\n", "0.247433726264\n", "\n", " --- under the realm of G126 G140 ---\n", "0.243552208368\n", "\n", " --- under the realm of G126 G141 ---\n", "0.221943795053\n", "\n", " --- under the realm of G126 G142 ---\n", "0.222092049112\n", "\n", " --- under the realm of G126 G143 ---\n", "0.223693170805\n", "\n", " --- under the realm of G126 G144 ---\n", "0.217495650262\n", "\n", " --- under the realm of G126 G145 ---\n", "0.253669215561\n", "\n", " --- under the realm of G126 G146 ---\n", "0.254705377426\n", "\n", " --- under the realm of G126 G147 ---\n", "0.255044855217\n", "\n", " --- under the realm of G126 G148 ---\n", "0.255803140258\n", "\n", " --- under the realm of G126 G149 ---\n", "0.255038086531\n", "\n", " --- under the realm of G126 G150 ---\n", "0.253210644889\n", "\n", " --- under the realm of G126 G151 ---\n", "0.255115490455\n", "\n", " --- under the realm of G126 G152 ---\n", "0.253210585402\n", "\n", " --- under the realm of G126 G153 ---\n", "0.252600978963\n", "\n", " --- under the realm of G126 G154 ---\n", "0.25271059915\n", "\n", " --- under the realm of G126 G155 ---\n", "0.253521466348\n", "\n", " --- under the realm of G126 G156 ---\n", "0.252610224951\n", "\n", " --- under the realm of G126 G157 ---\n", "0.255627757644\n", "\n", " --- under the realm of G126 G158 ---\n", "0.235823429107\n", "\n", " --- under the realm of G126 G159 ---\n", "0.226879316228\n", "\n", " --- under the realm of G126 G160 ---\n", "0.230549921787\n", "\n", " --- under the realm of G126 G161 ---\n", "0.231055437503\n", "\n", " --- under the realm of G126 G162 ---\n", "0.23182465055\n", "\n", " --- under the realm of G126 G163 ---\n", "0.229118152155\n", "\n", " --- under the realm of G126 G164 ---\n", "0.229887436525\n", "\n", " --- under the realm of G126 G165 ---\n", "0.250249393948\n", "\n", " --- under the realm of G126 G166 ---\n", "0.247862999895\n", "\n", " --- under the realm of G126 G167 ---\n", "0.221969106614\n", "\n", " --- under the realm of G126 G168 ---\n", "0.223387007413\n", "\n", " --- under the realm of G126 G169 ---\n", "0.257610353536\n", "\n", " --- under the realm of G126 G170 ---\n", "0.258451366342\n", "\n", " --- under the realm of G126 G171 ---\n", "0.259333659096\n", "\n", " --- under the realm of G126 G172 ---\n", "0.259018950261\n", "\n", " --- under the realm of G126 G173 ---\n", "0.251988833558\n", "\n", " --- under the realm of G126 G174 ---\n", "0.257928718068\n", "\n", " --- under the realm of G126 G175 ---\n", "0.257916411367\n", "\n", " --- under the realm of G126 G176 ---\n", "0.258269106883\n", "\n", " --- under the realm of G126 G177 ---\n", "0.257884471324\n", "\n", " --- under the realm of G126 G178 ---\n", "0.257922564718\n", "\n", " --- under the realm of G126 G179 ---\n", "0.256251450121\n", "\n", " --- under the realm of G126 G180 ---\n", "0.255767225435\n", "\n", " --- under the realm of G126 G181 ---\n", "0.253894937965\n", "\n", " --- under the realm of G126 G182 ---\n", "0.25391000564\n", "\n", " --- under the realm of G126 G183 ---\n", "0.253959735344\n", "\n", " --- under the realm of G126 G184 ---\n", "0.251390006131\n", "--- marginalized kernel matrix of size 185 built in 534.0428178310394 seconds ---\n", "\n", " --- under the realm of G127 G127 ---\n", "0.21433791283\n", "\n", " --- under the realm of G127 G128 ---\n", "0.209146930153\n", "\n", " --- under the realm of G127 G129 ---\n", "0.208008660742\n", "\n", " --- under the realm of G127 G130 ---\n", "0.203397119602\n", "\n", " --- under the realm of G127 G131 ---\n", "0.203092962227\n", "\n", " --- under the realm of G127 G132 ---\n", "0.205845980294\n", "\n", " --- under the realm of G127 G133 ---\n", "0.222812614477\n", "\n", " --- under the realm of G127 G134 ---\n", "0.222944896116\n", "\n", " --- under the realm of G127 G135 ---\n", "0.222878755297\n", "\n", " --- under the realm of G127 G136 ---\n", "0.224741340531\n", "\n", " --- under the realm of G127 G137 ---\n", "0.224259235551\n", "\n", " --- under the realm of G127 G138 ---\n", "0.223535925014\n", "\n", " --- under the realm of G127 G139 ---\n", "0.223602065833\n", "\n", " --- under the realm of G127 G140 ---\n", "0.219971466244\n", "\n", " --- under the realm of G127 G141 ---\n", "0.20053135303\n", "\n", " --- under the realm of G127 G142 ---\n", "0.200650406504\n", "\n", " --- under the realm of G127 G143 ---\n", "0.202267206478\n", "\n", " --- under the realm of G127 G144 ---\n", "0.196661546339\n", "\n", " --- under the realm of G127 G145 ---\n", "0.231322317725\n", "\n", " --- under the realm of G127 G146 ---\n", "0.232430758724\n", "\n", " --- under the realm of G127 G147 ---\n", "0.232674059876\n", "\n", " --- under the realm of G127 G148 ---\n", "0.233604467933\n", "\n", " --- under the realm of G127 G149 ---\n", "0.232666157164\n", "\n", " --- under the realm of G127 G150 ---\n", "0.230870713409\n", "\n", " --- under the realm of G127 G151 ---\n", "0.232712808577\n", "\n", " --- under the realm of G127 G152 ---\n", "0.230870649327\n", "\n", " --- under the realm of G127 G153 ---\n", "0.230180003167\n", "\n", " --- under the realm of G127 G154 ---\n", "0.23025773885\n", "\n", " --- under the realm of G127 G155 ---\n", "0.231222437924\n", "\n", " --- under the realm of G127 G156 ---\n", "0.230189433236\n", "\n", " --- under the realm of G127 G157 ---\n", "0.233476685324\n", "\n", " --- under the realm of G127 G158 ---\n", "0.218488185375\n", "\n", " --- under the realm of G127 G159 ---\n", "0.208551640476\n", "\n", " --- under the realm of G127 G160 ---\n", "0.212544717578\n", "\n", " --- under the realm of G127 G161 ---\n", "0.212877832444\n", "\n", " --- under the realm of G127 G162 ---\n", "0.213912506499\n", "\n", " --- under the realm of G127 G163 ---\n", "0.211058002143\n", "\n", " --- under the realm of G127 G164 ---\n", "0.212093033643\n", "\n", " --- under the realm of G127 G165 ---\n", "0.22613431962\n", "\n", " --- under the realm of G127 G166 ---\n", "0.223875963589\n", "\n", " --- under the realm of G127 G167 ---\n", "0.200483048209\n", "\n", " --- under the realm of G127 G168 ---\n", "0.201912697828\n", "\n", " --- under the realm of G127 G169 ---\n", "0.234847638636\n", "\n", " --- under the realm of G127 G170 ---\n", "0.235800887181\n", "\n", " --- under the realm of G127 G171 ---\n", "0.236515536934\n", "\n", " --- under the realm of G127 G172 ---\n", "0.236316532988\n", "\n", " --- under the realm of G127 G173 ---\n", "0.230812593263\n", "\n", " --- under the realm of G127 G174 ---\n", "0.235078276234\n", "\n", " --- under the realm of G127 G175 ---\n", "0.235063907665\n", "\n", " --- under the realm of G127 G176 ---\n", "0.235551587942\n", "\n", " --- under the realm of G127 G177 ---\n", "0.235034068592\n", "\n", " --- under the realm of G127 G178 ---\n", "0.23507109195\n", "\n", " --- under the realm of G127 G179 ---\n", "0.233429356056\n", "\n", " --- under the realm of G127 G180 ---\n", "0.231210813785\n", "\n", " --- under the realm of G127 G181 ---\n", "0.229401119928\n", "\n", " --- under the realm of G127 G182 ---\n", "0.229414858185\n", "\n", " --- under the realm of G127 G183 ---\n", "0.229453251149\n", "\n", " --- under the realm of G127 G184 ---\n", "0.227070548553\n", "--- marginalized kernel matrix of size 185 built in 537.4397251605988 seconds ---\n", "\n", " --- under the realm of G128 G128 ---\n", "0.207087336191\n", "\n", " --- under the realm of G128 G129 ---\n", "0.206142790641\n", "\n", " --- under the realm of G128 G130 ---\n", "0.202683054946\n", "\n", " --- under the realm of G128 G131 ---\n", "0.202573498626\n", "\n", " --- under the realm of G128 G132 ---\n", "0.204622484731\n", "\n", " --- under the realm of G128 G133 ---\n", "0.216707826767\n", "\n", " --- under the realm of G128 G134 ---\n", "0.21681368686\n", "\n", " --- under the realm of G128 G135 ---\n", "0.216760756813\n", "\n", " --- under the realm of G128 G136 ---\n", "0.218512829266\n", "\n", " --- under the realm of G128 G137 ---\n", "0.218036578496\n", "\n", " --- under the realm of G128 G138 ---\n", "0.217372202631\n", "\n", " --- under the realm of G128 G139 ---\n", "0.217425132678\n", "\n", " --- under the realm of G128 G140 ---\n", "0.214204993896\n", "\n", " --- under the realm of G128 G141 ---\n", "0.19503704409\n", "\n", " --- under the realm of G128 G142 ---\n", "0.195132318174\n", "\n", " --- under the realm of G128 G143 ---\n", "0.196661546339\n", "\n", " --- under the realm of G128 G144 ---\n", "0.191905108976\n", "\n", " --- under the realm of G128 G145 ---\n", "0.226910620379\n", "\n", " --- under the realm of G128 G146 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.227750466015\n", "\n", " --- under the realm of G128 G147 ---\n", "0.227884555293\n", "\n", " --- under the realm of G128 G148 ---\n", "0.2286319804\n", "\n", " --- under the realm of G128 G149 ---\n", "0.227879348817\n", "\n", " --- under the realm of G128 G150 ---\n", "0.226585142456\n", "\n", " --- under the realm of G128 G151 ---\n", "0.227902806582\n", "\n", " --- under the realm of G128 G152 ---\n", "0.22658510654\n", "\n", " --- under the realm of G128 G153 ---\n", "0.226049158625\n", "\n", " --- under the realm of G128 G154 ---\n", "0.226091717754\n", "\n", " --- under the realm of G128 G155 ---\n", "0.226857202366\n", "\n", " --- under the realm of G128 G156 ---\n", "0.226055098397\n", "\n", " --- under the realm of G128 G157 ---\n", "0.228560929746\n", "\n", " --- under the realm of G128 G158 ---\n", "0.212992664774\n", "\n", " --- under the realm of G128 G159 ---\n", "0.207115134509\n", "\n", " --- under the realm of G128 G160 ---\n", "0.210157546449\n", "\n", " --- under the realm of G128 G161 ---\n", "0.210333428233\n", "\n", " --- under the realm of G128 G162 ---\n", "0.211192105455\n", "\n", " --- under the realm of G128 G163 ---\n", "0.209030675095\n", "\n", " --- under the realm of G128 G164 ---\n", "0.209889352093\n", "\n", " --- under the realm of G128 G165 ---\n", "0.21989759641\n", "\n", " --- under the realm of G128 G166 ---\n", "0.217872378432\n", "\n", " --- under the realm of G128 G167 ---\n", "0.1954882219\n", "\n", " --- under the realm of G128 G168 ---\n", "0.196861604174\n", "\n", " --- under the realm of G128 G169 ---\n", "0.229853045147\n", "\n", " --- under the realm of G128 G170 ---\n", "0.230591310761\n", "\n", " --- under the realm of G128 G171 ---\n", "0.231047363055\n", "\n", " --- under the realm of G128 G172 ---\n", "0.230944398837\n", "\n", " --- under the realm of G128 G173 ---\n", "0.225527576243\n", "\n", " --- under the realm of G128 G174 ---\n", "0.229980775751\n", "\n", " --- under the realm of G128 G175 ---\n", "0.229971309432\n", "\n", " --- under the realm of G128 G176 ---\n", "0.23038247666\n", "\n", " --- under the realm of G128 G177 ---\n", "0.229953138601\n", "\n", " --- under the realm of G128 G178 ---\n", "0.229976042592\n", "\n", " --- under the realm of G128 G179 ---\n", "0.228793626832\n", "\n", " --- under the realm of G128 G180 ---\n", "0.224579860409\n", "\n", " --- under the realm of G128 G181 ---\n", "0.22292451693\n", "\n", " --- under the realm of G128 G182 ---\n", "0.222934480092\n", "\n", " --- under the realm of G128 G183 ---\n", "0.222966570962\n", "\n", " --- under the realm of G128 G184 ---\n", "0.220872963859\n", "--- marginalized kernel matrix of size 185 built in 540.7779405117035 seconds ---\n", "\n", " --- under the realm of G129 G129 ---\n", "0.205565711119\n", "\n", " --- under the realm of G129 G130 ---\n", "0.202759760494\n", "\n", " --- under the realm of G129 G131 ---\n", "0.202367963096\n", "\n", " --- under the realm of G129 G132 ---\n", "0.204067656122\n", "\n", " --- under the realm of G129 G133 ---\n", "0.215753684885\n", "\n", " --- under the realm of G129 G134 ---\n", "0.21587265107\n", "\n", " --- under the realm of G129 G135 ---\n", "0.215813167978\n", "\n", " --- under the realm of G129 G136 ---\n", "0.217386771773\n", "\n", " --- under the realm of G129 G137 ---\n", "0.216982843639\n", "\n", " --- under the realm of G129 G138 ---\n", "0.216368264262\n", "\n", " --- under the realm of G129 G139 ---\n", "0.216427747355\n", "\n", " --- under the realm of G129 G140 ---\n", "0.213348421176\n", "\n", " --- under the realm of G129 G141 ---\n", "0.194178316396\n", "\n", " --- under the realm of G129 G142 ---\n", "0.194285385963\n", "\n", " --- under the realm of G129 G143 ---\n", "0.195648094595\n", "\n", " --- under the realm of G129 G144 ---\n", "0.190934910244\n", "\n", " --- under the realm of G129 G145 ---\n", "0.226235714937\n", "\n", " --- under the realm of G129 G146 ---\n", "0.226902780759\n", "\n", " --- under the realm of G129 G147 ---\n", "0.227101074505\n", "\n", " --- under the realm of G129 G148 ---\n", "0.227606662047\n", "\n", " --- under the realm of G129 G149 ---\n", "0.227097104246\n", "\n", " --- under the realm of G129 G150 ---\n", "0.225947446887\n", "\n", " --- under the realm of G129 G151 ---\n", "0.227142687834\n", "\n", " --- under the realm of G129 G152 ---\n", "0.225947416491\n", "\n", " --- under the realm of G129 G153 ---\n", "0.22555109275\n", "\n", " --- under the realm of G129 G154 ---\n", "0.225615093038\n", "\n", " --- under the realm of G129 G155 ---\n", "0.226149275065\n", "\n", " --- under the realm of G129 G156 ---\n", "0.225556422837\n", "\n", " --- under the realm of G129 G157 ---\n", "0.227504169522\n", "\n", " --- under the realm of G129 G158 ---\n", "0.21188304573\n", "\n", " --- under the realm of G129 G159 ---\n", "0.207121464576\n", "\n", " --- under the realm of G129 G160 ---\n", "0.209488016908\n", "\n", " --- under the realm of G129 G161 ---\n", "0.209784227965\n", "\n", " --- under the realm of G129 G162 ---\n", "0.210308895887\n", "\n", " --- under the realm of G129 G163 ---\n", "0.208544944915\n", "\n", " --- under the realm of G129 G164 ---\n", "0.209069508377\n", "\n", " --- under the realm of G129 G165 ---\n", "0.218902000111\n", "\n", " --- under the realm of G129 G166 ---\n", "0.216987422494\n", "\n", " --- under the realm of G129 G167 ---\n", "0.19470756036\n", "\n", " --- under the realm of G129 G168 ---\n", "0.195932578922\n", "\n", " --- under the realm of G129 G169 ---\n", "0.228978748636\n", "\n", " --- under the realm of G129 G170 ---\n", "0.229526887593\n", "\n", " --- under the realm of G129 G171 ---\n", "0.23006254194\n", "\n", " --- under the realm of G129 G172 ---\n", "0.229877741102\n", "\n", " --- under the realm of G129 G173 ---\n", "0.224502927465\n", "\n", " --- under the realm of G129 G174 ---\n", "0.229164600456\n", "\n", " --- under the realm of G129 G175 ---\n", "0.229157381805\n", "\n", " --- under the realm of G129 G176 ---\n", "0.229401393243\n", "\n", " --- under the realm of G129 G177 ---\n", "0.229139114363\n", "\n", " --- under the realm of G129 G178 ---\n", "0.22916099113\n", "\n", " --- under the realm of G129 G179 ---\n", "0.228110234928\n", "\n", " --- under the realm of G129 G180 ---\n", "0.223471280035\n", "\n", " --- under the realm of G129 G181 ---\n", "0.221937447415\n", "\n", " --- under the realm of G129 G182 ---\n", "0.221947477424\n", "\n", " --- under the realm of G129 G183 ---\n", "0.221984553311\n", "\n", " --- under the realm of G129 G184 ---\n", "0.219964784638\n", "--- marginalized kernel matrix of size 185 built in 544.0505743026733 seconds ---\n", "\n", " --- under the realm of G130 G130 ---\n", "0.201747564626\n", "\n", " --- under the realm of G130 G131 ---\n", "0.200956461328\n", "\n", " --- under the realm of G130 G132 ---\n", "0.201625279451\n", "\n", " --- under the realm of G130 G133 ---\n", "0.21092094998\n", "\n", " --- under the realm of G130 G134 ---\n", "0.211030683336\n", "\n", " --- under the realm of G130 G135 ---\n", "0.210975816658\n", "\n", " --- under the realm of G130 G136 ---\n", "0.212197746891\n", "\n", " --- under the realm of G130 G137 ---\n", "0.211907324936\n", "\n", " --- under the realm of G130 G138 ---\n", "0.211414137458\n", "\n", " --- under the realm of G130 G139 ---\n", "0.211469004136\n", "\n", " --- under the realm of G130 G140 ---\n", "0.208876225951\n", "\n", " --- under the realm of G130 G141 ---\n", "0.189828854982\n", "\n", " --- under the realm of G130 G142 ---\n", "0.189927615002\n", "\n", " --- under the realm of G130 G143 ---\n", "0.190977972202\n", "\n", " --- under the realm of G130 G144 ---\n", "0.186765138933\n", "\n", " --- under the realm of G130 G145 ---\n", "0.222382117087\n", "\n", " --- under the realm of G130 G146 ---\n", "0.222596029007\n", "\n", " --- under the realm of G130 G147 ---\n", "0.222839247302\n", "\n", " --- under the realm of G130 G148 ---\n", "0.222866574395\n", "\n", " --- under the realm of G130 G149 ---\n", "0.222833567013\n", "\n", " --- under the realm of G130 G150 ---\n", "0.222231483781\n", "\n", " --- under the realm of G130 G151 ---\n", "0.222885178132\n", "\n", " --- under the realm of G130 G152 ---\n", "0.222231426063\n", "\n", " --- under the realm of G130 G153 ---\n", "0.222149070078\n", "\n", " --- under the realm of G130 G154 ---\n", "0.222227127413\n", "\n", " --- under the realm of G130 G155 ---\n", "0.222278625329\n", "\n", " --- under the realm of G130 G156 ---\n", "0.222156718145\n", "\n", " --- under the realm of G130 G157 ---\n", "0.222740292627\n", "\n", " --- under the realm of G130 G158 ---\n", "0.207143264212\n", "\n", " --- under the realm of G130 G159 ---\n", "0.205654718121\n", "\n", " --- under the realm of G130 G160 ---\n", "0.206360417596\n", "\n", " --- under the realm of G130 G161 ---\n", "0.206710381107\n", "\n", " --- under the realm of G130 G162 ---\n", "0.206640703165\n", "\n", " --- under the realm of G130 G163 ---\n", "0.205830691836\n", "\n", " --- under the realm of G130 G164 ---\n", "0.205761284338\n", "\n", " --- under the realm of G130 G165 ---\n", "0.213934870794\n", "\n", " --- under the realm of G130 G166 ---\n", "0.212345395414\n", "\n", " --- under the realm of G130 G167 ---\n", "0.190753504529\n", "\n", " --- under the realm of G130 G168 ---\n", "0.191669354506\n", "\n", " --- under the realm of G130 G169 ---\n", "0.22450256439\n", "\n", " --- under the realm of G130 G170 ---\n", "0.224635775956\n", "\n", " --- under the realm of G130 G171 ---\n", "0.225100243581\n", "\n", " --- under the realm of G130 G172 ---\n", "0.224885058242\n", "\n", " --- under the realm of G130 G173 ---\n", "0.219507393964\n", "\n", " --- under the realm of G130 G174 ---\n", "0.224731736508\n", "\n", " --- under the realm of G130 G175 ---\n", "0.22472140871\n", "\n", " --- under the realm of G130 G176 ---\n", "0.224660454054\n", "\n", " --- under the realm of G130 G177 ---\n", "0.224695163208\n", "\n", " --- under the realm of G130 G178 ---\n", "0.224726572609\n", "\n", " --- under the realm of G130 G179 ---\n", "0.224171105468\n", "\n", " --- under the realm of G130 G180 ---\n", "0.21810161751\n", "\n", " --- under the realm of G130 G181 ---\n", "0.216862862297\n", "\n", " --- under the realm of G130 G182 ---\n", "0.216873888434\n", "\n", " --- under the realm of G130 G183 ---\n", "0.216905736455\n", "\n", " --- under the realm of G130 G184 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.21518380199\n", "--- marginalized kernel matrix of size 185 built in 547.2725028991699 seconds ---\n", "\n", " --- under the realm of G131 G131 ---\n", "0.200529588804\n", "\n", " --- under the realm of G131 G132 ---\n", "0.201397604599\n", "\n", " --- under the realm of G131 G133 ---\n", "0.210195011387\n", "\n", " --- under the realm of G131 G134 ---\n", "0.210290729695\n", "\n", " --- under the realm of G131 G135 ---\n", "0.210242870541\n", "\n", " --- under the realm of G131 G136 ---\n", "0.211597251287\n", "\n", " --- under the realm of G131 G137 ---\n", "0.211245133206\n", "\n", " --- under the realm of G131 G138 ---\n", "0.210720072297\n", "\n", " --- under the realm of G131 G139 ---\n", "0.210767931451\n", "\n", " --- under the realm of G131 G140 ---\n", "0.208143769422\n", "\n", " --- under the realm of G131 G141 ---\n", "0.189175510248\n", "\n", " --- under the realm of G131 G142 ---\n", "0.189261656726\n", "\n", " --- under the realm of G131 G143 ---\n", "0.190437526158\n", "\n", " --- under the realm of G131 G144 ---\n", "0.186412972128\n", "\n", " --- under the realm of G131 G145 ---\n", "0.221606306809\n", "\n", " --- under the realm of G131 G146 ---\n", "0.221930423896\n", "\n", " --- under the realm of G131 G147 ---\n", "0.222093603671\n", "\n", " --- under the realm of G131 G148 ---\n", "0.222300139875\n", "\n", " --- under the realm of G131 G149 ---\n", "0.22208840882\n", "\n", " --- under the realm of G131 G150 ---\n", "0.221443717986\n", "\n", " --- under the realm of G131 G151 ---\n", "0.222120267713\n", "\n", " --- under the realm of G131 G152 ---\n", "0.221443677578\n", "\n", " --- under the realm of G131 G153 ---\n", "0.221262121832\n", "\n", " --- under the realm of G131 G154 ---\n", "0.221314174041\n", "\n", " --- under the realm of G131 G155 ---\n", "0.221539113636\n", "\n", " --- under the realm of G131 G156 ---\n", "0.221268297578\n", "\n", " --- under the realm of G131 G157 ---\n", "0.222214387578\n", "\n", " --- under the realm of G131 G158 ---\n", "0.206734735181\n", "\n", " --- under the realm of G131 G159 ---\n", "0.204796233785\n", "\n", " --- under the realm of G131 G160 ---\n", "0.205944700808\n", "\n", " --- under the realm of G131 G161 ---\n", "0.206169598136\n", "\n", " --- under the realm of G131 G162 ---\n", "0.206356530605\n", "\n", " --- under the realm of G131 G163 ---\n", "0.205385394261\n", "\n", " --- under the realm of G131 G164 ---\n", "0.205572179378\n", "\n", " --- under the realm of G131 G165 ---\n", "0.213209910208\n", "\n", " --- under the realm of G131 G166 ---\n", "0.211575767141\n", "\n", " --- under the realm of G131 G167 ---\n", "0.190159554771\n", "\n", " --- under the realm of G131 G168 ---\n", "0.191204703655\n", "\n", " --- under the realm of G131 G169 ---\n", "0.223797089368\n", "\n", " --- under the realm of G131 G170 ---\n", "0.224056810569\n", "\n", " --- under the realm of G131 G171 ---\n", "0.224412387047\n", "\n", " --- under the realm of G131 G172 ---\n", "0.224277100766\n", "\n", " --- under the realm of G131 G173 ---\n", "0.21882824471\n", "\n", " --- under the realm of G131 G174 ---\n", "0.223951615708\n", "\n", " --- under the realm of G131 G175 ---\n", "0.223942170524\n", "\n", " --- under the realm of G131 G176 ---\n", "0.22401604975\n", "\n", " --- under the realm of G131 G177 ---\n", "0.22392266787\n", "\n", " --- under the realm of G131 G178 ---\n", "0.223946893116\n", "\n", " --- under the realm of G131 G179 ---\n", "0.223354591926\n", "\n", " --- under the realm of G131 G180 ---\n", "0.217378613292\n", "\n", " --- under the realm of G131 G181 ---\n", "0.216066126193\n", "\n", " --- under the realm of G131 G182 ---\n", "0.216075627465\n", "\n", " --- under the realm of G131 G183 ---\n", "0.216103935015\n", "\n", " --- under the realm of G131 G184 ---\n", "0.214383762891\n", "--- marginalized kernel matrix of size 185 built in 550.4463684558868 seconds ---\n", "\n", " --- under the realm of G132 G132 ---\n", "0.202866217252\n", "\n", " --- under the realm of G132 G133 ---\n", "0.213125437517\n", "\n", " --- under the realm of G132 G134 ---\n", "0.213230295406\n", "\n", " --- under the realm of G132 G135 ---\n", "0.213177866461\n", "\n", " --- under the realm of G132 G136 ---\n", "0.214725909528\n", "\n", " --- under the realm of G132 G137 ---\n", "0.214314416617\n", "\n", " --- under the realm of G132 G138 ---\n", "0.213719927067\n", "\n", " --- under the realm of G132 G139 ---\n", "0.213772356011\n", "\n", " --- under the realm of G132 G140 ---\n", "0.210859572375\n", "\n", " --- under the realm of G132 G141 ---\n", "0.191812893765\n", "\n", " --- under the realm of G132 G142 ---\n", "0.191907265865\n", "\n", " --- under the realm of G132 G143 ---\n", "0.193253318575\n", "\n", " --- under the realm of G132 G144 ---\n", "0.18891698836\n", "\n", " --- under the realm of G132 G145 ---\n", "0.223957102437\n", "\n", " --- under the realm of G132 G146 ---\n", "0.224541497967\n", "\n", " --- under the realm of G132 G147 ---\n", "0.22468701513\n", "\n", " --- under the realm of G132 G148 ---\n", "0.225155590211\n", "\n", " --- under the realm of G132 G149 ---\n", "0.22468355173\n", "\n", " --- under the realm of G132 G150 ---\n", "0.223713270396\n", "\n", " --- under the realm of G132 G151 ---\n", "0.224716505457\n", "\n", " --- under the realm of G132 G152 ---\n", "0.223713248123\n", "\n", " --- under the realm of G132 G153 ---\n", "0.223357209315\n", "\n", " --- under the realm of G132 G154 ---\n", "0.223404165418\n", "\n", " --- under the realm of G132 G155 ---\n", "0.223894215868\n", "\n", " --- under the realm of G132 G156 ---\n", "0.223361426369\n", "\n", " --- under the realm of G132 G157 ---\n", "0.225080033365\n", "\n", " --- under the realm of G132 G158 ---\n", "0.209575897557\n", "\n", " --- under the realm of G132 G159 ---\n", "0.205745040183\n", "\n", " --- under the realm of G132 G160 ---\n", "0.20783218917\n", "\n", " --- under the realm of G132 G161 ---\n", "0.208047454709\n", "\n", " --- under the realm of G132 G162 ---\n", "0.20855183658\n", "\n", " --- under the realm of G132 G163 ---\n", "0.207042965188\n", "\n", " --- under the realm of G132 G164 ---\n", "0.207547349196\n", "\n", " --- under the realm of G132 G165 ---\n", "0.216219263872\n", "\n", " --- under the realm of G132 G166 ---\n", "0.214395317777\n", "\n", " --- under the realm of G132 G167 ---\n", "0.19255717615\n", "\n", " --- under the realm of G132 G168 ---\n", "0.193776103907\n", "\n", " --- under the realm of G132 G169 ---\n", "0.226512000116\n", "\n", " --- under the realm of G132 G170 ---\n", "0.227002654441\n", "\n", " --- under the realm of G132 G171 ---\n", "0.227421454121\n", "\n", " --- under the realm of G132 G172 ---\n", "0.227288164433\n", "\n", " --- under the realm of G132 G173 ---\n", "0.221848538755\n", "\n", " --- under the realm of G132 G174 ---\n", "0.22664853327\n", "\n", " --- under the realm of G132 G175 ---\n", "0.226642236179\n", "\n", " --- under the realm of G132 G176 ---\n", "0.226880880758\n", "\n", " --- under the realm of G132 G177 ---\n", "0.226628693463\n", "\n", " --- under the realm of G132 G178 ---\n", "0.226645384725\n", "\n", " --- under the realm of G132 G179 ---\n", "0.225759045332\n", "\n", " --- under the realm of G132 G180 ---\n", "0.220626098773\n", "\n", " --- under the realm of G132 G181 ---\n", "0.219145475288\n", "\n", " --- under the realm of G132 G182 ---\n", "0.219154103134\n", "\n", " --- under the realm of G132 G183 ---\n", "0.219187249387\n", "\n", " --- under the realm of G132 G184 ---\n", "0.217288198934\n", "--- marginalized kernel matrix of size 185 built in 553.5616719722748 seconds ---\n", "\n", " --- under the realm of G133 G133 ---\n", "0.250751893004\n", "\n", " --- under the realm of G133 G134 ---\n", "0.250900241604\n", "\n", " --- under the realm of G133 G135 ---\n", "0.250826067429\n", "\n", " --- under the realm of G133 G136 ---\n", "0.252258663335\n", "\n", " --- under the realm of G133 G137 ---\n", "0.251936940234\n", "\n", " --- under the realm of G133 G138 ---\n", "0.2513444196\n", "\n", " --- under the realm of G133 G139 ---\n", "0.251418590855\n", "\n", " --- under the realm of G133 G140 ---\n", "0.248225854267\n", "\n", " --- under the realm of G133 G141 ---\n", "0.228338021414\n", "\n", " --- under the realm of G133 G142 ---\n", "0.228472718094\n", "\n", " --- under the realm of G133 G143 ---\n", "0.229735573217\n", "\n", " --- under the realm of G133 G144 ---\n", "0.225322508066\n", "\n", " --- under the realm of G133 G145 ---\n", "0.248168944072\n", "\n", " --- under the realm of G133 G146 ---\n", "0.24931167301\n", "\n", " --- under the realm of G133 G147 ---\n", "0.249684740474\n", "\n", " --- under the realm of G133 G148 ---\n", "0.250530237604\n", "\n", " --- under the realm of G133 G149 ---\n", "0.249676089662\n", "\n", " --- under the realm of G133 G150 ---\n", "0.247663980603\n", "\n", " --- under the realm of G133 G151 ---\n", "0.24975666915\n", "\n", " --- under the realm of G133 G152 ---\n", "0.247663900122\n", "\n", " --- under the realm of G133 G153 ---\n", "0.246987939541\n", "\n", " --- under the realm of G133 G154 ---\n", "0.247107901008\n", "\n", " --- under the realm of G133 G155 ---\n", "0.248009370652\n", "\n", " --- under the realm of G133 G156 ---\n", "0.246999391663\n", "\n", " --- under the realm of G133 G157 ---\n", "0.250336711713\n", "\n", " --- under the realm of G133 G158 ---\n", "0.228655292191\n", "\n", " --- under the realm of G133 G159 ---\n", "0.217864445749\n", "\n", " --- under the realm of G133 G160 ---\n", "0.2219251534\n", "\n", " --- under the realm of G133 G161 ---\n", "0.222466228913\n", "\n", " --- under the realm of G133 G162 ---\n", "0.223333630624\n", "\n", " --- under the realm of G133 G163 ---\n", "0.220308403902\n", "\n", " --- under the realm of G133 G164 ---\n", "0.221175805613\n", "\n", " --- under the realm of G133 G165 ---\n", "0.253893869854\n", "\n", " --- under the realm of G133 G166 ---\n", "0.251953220704\n", "\n", " --- under the realm of G133 G167 ---\n", "0.229435647745\n", "\n", " --- under the realm of G133 G168 ---\n", "0.230502805842\n", "\n", " --- under the realm of G133 G169 ---\n", "0.252601477611\n", "\n", " --- under the realm of G133 G170 ---\n", "0.253536386811\n", "\n", " --- under the realm of G133 G171 ---\n", "0.25449407756\n", "\n", " --- under the realm of G133 G172 ---\n", "0.254160698689\n", "\n", " --- under the realm of G133 G173 ---\n", "0.246114613735\n", "\n", " --- under the realm of G133 G174 ---\n", "0.252952600664\n", "\n", " --- under the realm of G133 G175 ---\n", "0.252936871913\n", "\n", " --- under the realm of G133 G176 ---\n", "0.25333171663\n", "\n", " --- under the realm of G133 G177 ---\n", "0.252898015775\n", "\n", " --- under the realm of G133 G178 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.252944736288\n", "\n", " --- under the realm of G133 G179 ---\n", "0.251103500103\n", "\n", " --- under the realm of G133 G180 ---\n", "0.25856847612\n", "\n", " --- under the realm of G133 G181 ---\n", "0.257077095672\n", "\n", " --- under the realm of G133 G182 ---\n", "0.257091644205\n", "\n", " --- under the realm of G133 G183 ---\n", "0.257135318254\n", "\n", " --- under the realm of G133 G184 ---\n", "0.255002878658\n", "--- marginalized kernel matrix of size 185 built in 556.2920248508453 seconds ---\n", "\n", " --- under the realm of G134 G134 ---\n", "0.25107068714\n", "\n", " --- under the realm of G134 G135 ---\n", "0.250985464326\n", "\n", " --- under the realm of G134 G136 ---\n", "0.252347771261\n", "\n", " --- under the realm of G134 G137 ---\n", "0.25206532146\n", "\n", " --- under the realm of G134 G138 ---\n", "0.251482785734\n", "\n", " --- under the realm of G134 G139 ---\n", "0.251568004205\n", "\n", " --- under the realm of G134 G140 ---\n", "0.248371858748\n", "\n", " --- under the realm of G134 G141 ---\n", "0.228472718094\n", "\n", " --- under the realm of G134 G142 ---\n", "0.228625754394\n", "\n", " --- under the realm of G134 G143 ---\n", "0.229821680608\n", "\n", " --- under the realm of G134 G144 ---\n", "0.225363066195\n", "\n", " --- under the realm of G134 G145 ---\n", "0.248327238686\n", "\n", " --- under the realm of G134 G146 ---\n", "0.249471553641\n", "\n", " --- under the realm of G134 G147 ---\n", "0.249849739736\n", "\n", " --- under the realm of G134 G148 ---\n", "0.250689449009\n", "\n", " --- under the realm of G134 G149 ---\n", "0.249841438211\n", "\n", " --- under the realm of G134 G150 ---\n", "0.247820082183\n", "\n", " --- under the realm of G134 G151 ---\n", "0.249924804944\n", "\n", " --- under the realm of G134 G152 ---\n", "0.247820006955\n", "\n", " --- under the realm of G134 G153 ---\n", "0.247145781623\n", "\n", " --- under the realm of G134 G154 ---\n", "0.247267563364\n", "\n", " --- under the realm of G134 G155 ---\n", "0.248164393617\n", "\n", " --- under the realm of G134 G156 ---\n", "0.247156899347\n", "\n", " --- under the realm of G134 G157 ---\n", "0.250493593342\n", "\n", " --- under the realm of G134 G158 ---\n", "0.228798218115\n", "\n", " --- under the realm of G134 G159 ---\n", "0.217988447923\n", "\n", " --- under the realm of G134 G160 ---\n", "0.222048178842\n", "\n", " --- under the realm of G134 G161 ---\n", "0.222602110477\n", "\n", " --- under the realm of G134 G162 ---\n", "0.223457597558\n", "\n", " --- under the realm of G134 G163 ---\n", "0.22043486032\n", "\n", " --- under the realm of G134 G164 ---\n", "0.221290347401\n", "\n", " --- under the realm of G134 G165 ---\n", "0.254034126824\n", "\n", " --- under the realm of G134 G166 ---\n", "0.252106107183\n", "\n", " --- under the realm of G134 G167 ---\n", "0.229557024665\n", "\n", " --- under the realm of G134 G168 ---\n", "0.230591915681\n", "\n", " --- under the realm of G134 G169 ---\n", "0.252766353628\n", "\n", " --- under the realm of G134 G170 ---\n", "0.253698455994\n", "\n", " --- under the realm of G134 G171 ---\n", "0.254670113109\n", "\n", " --- under the realm of G134 G172 ---\n", "0.254327372984\n", "\n", " --- under the realm of G134 G173 ---\n", "0.246282894018\n", "\n", " --- under the realm of G134 G174 ---\n", "0.253121819912\n", "\n", " --- under the realm of G134 G175 ---\n", "0.25310672623\n", "\n", " --- under the realm of G134 G176 ---\n", "0.25349648077\n", "\n", " --- under the realm of G134 G177 ---\n", "0.25306873723\n", "\n", " --- under the realm of G134 G178 ---\n", "0.253114273071\n", "\n", " --- under the realm of G134 G179 ---\n", "0.25126494555\n", "\n", " --- under the realm of G134 G180 ---\n", "0.258699314565\n", "\n", " --- under the realm of G134 G181 ---\n", "0.257237989671\n", "\n", " --- under the realm of G134 G182 ---\n", "0.257249820628\n", "\n", " --- under the realm of G134 G183 ---\n", "0.25730510037\n", "\n", " --- under the realm of G134 G184 ---\n", "0.255161396849\n", "--- marginalized kernel matrix of size 185 built in 558.9690165519714 seconds ---\n", "\n", " --- under the realm of G135 G135 ---\n", "0.25090576593\n", "\n", " --- under the realm of G135 G136 ---\n", "0.252303218209\n", "\n", " --- under the realm of G135 G137 ---\n", "0.252001131258\n", "\n", " --- under the realm of G135 G138 ---\n", "0.25141360292\n", "\n", " --- under the realm of G135 G139 ---\n", "0.251493297713\n", "\n", " --- under the realm of G135 G140 ---\n", "0.248298856538\n", "\n", " --- under the realm of G135 G141 ---\n", "0.228405369812\n", "\n", " --- under the realm of G135 G142 ---\n", "0.228549236223\n", "\n", " --- under the realm of G135 G143 ---\n", "0.229778627343\n", "\n", " --- under the realm of G135 G144 ---\n", "0.225342787285\n", "\n", " --- under the realm of G135 G145 ---\n", "0.248248091379\n", "\n", " --- under the realm of G135 G146 ---\n", "0.249391613326\n", "\n", " --- under the realm of G135 G147 ---\n", "0.249767240105\n", "\n", " --- under the realm of G135 G148 ---\n", "0.250609843306\n", "\n", " --- under the realm of G135 G149 ---\n", "0.249758763936\n", "\n", " --- under the realm of G135 G150 ---\n", "0.247742031393\n", "\n", " --- under the realm of G135 G151 ---\n", "0.249840737047\n", "\n", " --- under the realm of G135 G152 ---\n", "0.247741953539\n", "\n", " --- under the realm of G135 G153 ---\n", "0.247066860582\n", "\n", " --- under the realm of G135 G154 ---\n", "0.247187732186\n", "\n", " --- under the realm of G135 G155 ---\n", "0.248086882135\n", "\n", " --- under the realm of G135 G156 ---\n", "0.247078145505\n", "\n", " --- under the realm of G135 G157 ---\n", "0.250415152527\n", "\n", " --- under the realm of G135 G158 ---\n", "0.228726755153\n", "\n", " --- under the realm of G135 G159 ---\n", "0.217926446836\n", "\n", " --- under the realm of G135 G160 ---\n", "0.221986666121\n", "\n", " --- under the realm of G135 G161 ---\n", "0.222534169695\n", "\n", " --- under the realm of G135 G162 ---\n", "0.223395614091\n", "\n", " --- under the realm of G135 G163 ---\n", "0.220371632111\n", "\n", " --- under the realm of G135 G164 ---\n", "0.221233076507\n", "\n", " --- under the realm of G135 G165 ---\n", "0.253963998443\n", "\n", " --- under the realm of G135 G166 ---\n", "0.252029663971\n", "\n", " --- under the realm of G135 G167 ---\n", "0.229496336256\n", "\n", " --- under the realm of G135 G168 ---\n", "0.230547360951\n", "\n", " --- under the realm of G135 G169 ---\n", "0.252683915619\n", "\n", " --- under the realm of G135 G170 ---\n", "0.253617421403\n", "\n", " --- under the realm of G135 G171 ---\n", "0.254582095335\n", "\n", " --- under the realm of G135 G172 ---\n", "0.254244035836\n", "\n", " --- under the realm of G135 G173 ---\n", "0.246198753877\n", "\n", " --- under the realm of G135 G174 ---\n", "0.253037210288\n", "\n", " --- under the realm of G135 G175 ---\n", "0.253021799071\n", "\n", " --- under the realm of G135 G176 ---\n", "0.2534140987\n", "\n", " --- under the realm of G135 G177 ---\n", "0.252983376502\n", "\n", " --- under the realm of G135 G178 ---\n", "0.25302950468\n", "\n", " --- under the realm of G135 G179 ---\n", "0.251184222827\n", "\n", " --- under the realm of G135 G180 ---\n", "0.258633895984\n", "\n", " --- under the realm of G135 G181 ---\n", "0.257157542769\n", "\n", " --- under the realm of G135 G182 ---\n", "0.257170732536\n", "\n", " --- under the realm of G135 G183 ---\n", "0.257220209351\n", "\n", " --- under the realm of G135 G184 ---\n", "0.255082137778\n", "--- marginalized kernel matrix of size 185 built in 561.5971233844757 seconds ---\n", "\n", " --- under the realm of G136 G136 ---\n", "0.254572688177\n", "\n", " --- under the realm of G136 G137 ---\n", "0.253918815512\n", "\n", " --- under the realm of G136 G138 ---\n", "0.253088718721\n", "\n", " --- under the realm of G136 G139 ---\n", "0.25313319653\n", "\n", " --- under the realm of G136 G140 ---\n", "0.249207004062\n", "\n", " --- under the realm of G136 G141 ---\n", "0.229735573217\n", "\n", " --- under the realm of G136 G142 ---\n", "0.229821680608\n", "\n", " --- under the realm of G136 G143 ---\n", "0.231803366793\n", "\n", " --- under the realm of G136 G144 ---\n", "0.226983451341\n", "\n", " --- under the realm of G136 G145 ---\n", "0.250024047996\n", "\n", " --- under the realm of G136 G146 ---\n", "0.251260355133\n", "\n", " --- under the realm of G136 G147 ---\n", "0.251604276129\n", "\n", " --- under the realm of G136 G148 ---\n", "0.252568639156\n", "\n", " --- under the realm of G136 G149 ---\n", "0.251595880528\n", "\n", " --- under the realm of G136 G150 ---\n", "0.2494970517\n", "\n", " --- under the realm of G136 G151 ---\n", "0.251670416948\n", "\n", " --- under the realm of G136 G152 ---\n", "0.249496983565\n", "\n", " --- under the realm of G136 G153 ---\n", "0.248751070655\n", "\n", " --- under the realm of G136 G154 ---\n", "0.248861688371\n", "\n", " --- under the realm of G136 G155 ---\n", "0.249877061322\n", "\n", " --- under the realm of G136 G156 ---\n", "0.248761741643\n", "\n", " --- under the realm of G136 G157 ---\n", "0.252389966409\n", "\n", " --- under the realm of G136 G158 ---\n", "0.23060560689\n", "\n", " --- under the realm of G136 G159 ---\n", "0.219221398648\n", "\n", " --- under the realm of G136 G160 ---\n", "0.223632142552\n", "\n", " --- under the realm of G136 G161 ---\n", "0.224131084912\n", "\n", " --- under the realm of G136 G162 ---\n", "0.225154773542\n", "\n", " --- under the realm of G136 G163 ---\n", "0.221923199607\n", "\n", " --- under the realm of G136 G164 ---\n", "0.222946888237\n", "\n", " --- under the realm of G136 G165 ---\n", "0.255562970878\n", "\n", " --- under the realm of G136 G166 ---\n", "0.253065907825\n", "\n", " --- under the realm of G136 G167 ---\n", "0.230201844522\n", "\n", " --- under the realm of G136 G168 ---\n", "0.231966735917\n", "\n", " --- under the realm of G136 G169 ---\n", "0.254581781403\n", "\n", " --- under the realm of G136 G170 ---\n", "0.255611491485\n", "\n", " --- under the realm of G136 G171 ---\n", "0.256549232159\n", "\n", " --- under the realm of G136 G172 ---\n", "0.25624213108\n", "\n", " --- under the realm of G136 G173 ---\n", "0.24811891547\n", "\n", " --- under the realm of G136 G174 ---\n", "0.254905397983\n", "\n", " --- under the realm of G136 G175 ---\n", "0.254890133253\n", "\n", " --- under the realm of G136 G176 ---\n", "0.25536669626\n", "\n", " --- under the realm of G136 G177 ---\n", "0.254854851945\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " --- under the realm of G136 G178 ---\n", "0.254897765618\n", "\n", " --- under the realm of G136 G179 ---\n", "0.252978714821\n", "\n", " --- under the realm of G136 G180 ---\n", "0.260801109884\n", "\n", " --- under the realm of G136 G181 ---\n", "0.258724844864\n", "\n", " --- under the realm of G136 G182 ---\n", "0.258740898905\n", "\n", " --- under the realm of G136 G183 ---\n", "0.258759695492\n", "\n", " --- under the realm of G136 G184 ---\n", "0.25622318862\n", "--- marginalized kernel matrix of size 185 built in 564.2041752338409 seconds ---\n", "\n", " --- under the realm of G137 G137 ---\n", "0.253415157327\n", "\n", " --- under the realm of G137 G138 ---\n", "0.252676141337\n", "\n", " --- under the realm of G137 G139 ---\n", "0.252740304691\n", "\n", " --- under the realm of G137 G140 ---\n", "0.249059334627\n", "\n", " --- under the realm of G137 G141 ---\n", "0.229433726652\n", "\n", " --- under the realm of G137 G142 ---\n", "0.22955225012\n", "\n", " --- under the realm of G137 G143 ---\n", "0.231226218216\n", "\n", " --- under the realm of G137 G144 ---\n", "0.226486191906\n", "\n", " --- under the realm of G137 G145 ---\n", "0.249601302717\n", "\n", " --- under the realm of G137 G146 ---\n", "0.250806798665\n", "\n", " --- under the realm of G137 G147 ---\n", "0.251166951086\n", "\n", " --- under the realm of G137 G148 ---\n", "0.252084272031\n", "\n", " --- under the realm of G137 G149 ---\n", "0.251158709572\n", "\n", " --- under the realm of G137 G150 ---\n", "0.249079459649\n", "\n", " --- under the realm of G137 G151 ---\n", "0.251237810564\n", "\n", " --- under the realm of G137 G152 ---\n", "0.249079389652\n", "\n", " --- under the realm of G137 G153 ---\n", "0.248359295483\n", "\n", " --- under the realm of G137 G154 ---\n", "0.248475241285\n", "\n", " --- under the realm of G137 G155 ---\n", "0.249446556984\n", "\n", " --- under the realm of G137 G156 ---\n", "0.248370065273\n", "\n", " --- under the realm of G137 G157 ---\n", "0.251897535127\n", "\n", " --- under the realm of G137 G158 ---\n", "0.230129652704\n", "\n", " --- under the realm of G137 G159 ---\n", "0.218921071608\n", "\n", " --- under the realm of G137 G160 ---\n", "0.223210712627\n", "\n", " --- under the realm of G137 G161 ---\n", "0.223736940421\n", "\n", " --- under the realm of G137 G162 ---\n", "0.2246948812\n", "\n", " --- under the realm of G137 G163 ---\n", "0.221533519968\n", "\n", " --- under the realm of G137 G164 ---\n", "0.222491460747\n", "\n", " --- under the realm of G137 G165 ---\n", "0.255180299239\n", "\n", " --- under the realm of G137 G166 ---\n", "0.252883454783\n", "\n", " --- under the realm of G137 G167 ---\n", "0.230092807831\n", "\n", " --- under the realm of G137 G168 ---\n", "0.231585990616\n", "\n", " --- under the realm of G137 G169 ---\n", "0.254124411834\n", "\n", " --- under the realm of G137 G170 ---\n", "0.255118840767\n", "\n", " --- under the realm of G137 G171 ---\n", "0.256077681527\n", "\n", " --- under the realm of G137 G172 ---\n", "0.255752606098\n", "\n", " --- under the realm of G137 G173 ---\n", "0.247658855183\n", "\n", " --- under the realm of G137 G174 ---\n", "0.254463007737\n", "\n", " --- under the realm of G137 G175 ---\n", "0.254448023166\n", "\n", " --- under the realm of G137 G176 ---\n", "0.254890745145\n", "\n", " --- under the realm of G137 G177 ---\n", "0.254411774756\n", "\n", " --- under the realm of G137 G178 ---\n", "0.254455515451\n", "\n", " --- under the realm of G137 G179 ---\n", "0.252554038298\n", "\n", " --- under the realm of G137 G180 ---\n", "0.260220874138\n", "\n", " --- under the realm of G137 G181 ---\n", "0.258373076236\n", "\n", " --- under the realm of G137 G182 ---\n", "0.258386444731\n", "\n", " --- under the realm of G137 G183 ---\n", "0.258423480869\n", "\n", " --- under the realm of G137 G184 ---\n", "0.2560122763\n", "--- marginalized kernel matrix of size 185 built in 566.7219944000244 seconds ---\n", "\n", " --- under the realm of G138 G138 ---\n", "0.252010368837\n", "\n", " --- under the realm of G138 G139 ---\n", "0.252079540444\n", "\n", " --- under the realm of G138 G140 ---\n", "0.248641928334\n", "\n", " --- under the realm of G138 G141 ---\n", "0.228885894399\n", "\n", " --- under the realm of G138 G142 ---\n", "0.229012506218\n", "\n", " --- under the realm of G138 G143 ---\n", "0.230480885305\n", "\n", " --- under the realm of G138 G144 ---\n", "0.225904350468\n", "\n", " --- under the realm of G138 G145 ---\n", "0.248885123394\n", "\n", " --- under the realm of G138 G146 ---\n", "0.250059235838\n", "\n", " --- under the realm of G138 G147 ---\n", "0.25042584578\n", "\n", " --- under the realm of G138 G148 ---\n", "0.251307254817\n", "\n", " --- under the realm of G138 G149 ---\n", "0.250417399617\n", "\n", " --- under the realm of G138 G150 ---\n", "0.248371720126\n", "\n", " --- under the realm of G138 G151 ---\n", "0.250497239857\n", "\n", " --- under the realm of G138 G152 ---\n", "0.248371644887\n", "\n", " --- under the realm of G138 G153 ---\n", "0.247673617512\n", "\n", " --- under the realm of G138 G154 ---\n", "0.247791571146\n", "\n", " --- under the realm of G138 G155 ---\n", "0.248727963818\n", "\n", " --- under the realm of G138 G156 ---\n", "0.247684728468\n", "\n", " --- under the realm of G138 G157 ---\n", "0.25111712342\n", "\n", " --- under the realm of G138 G158 ---\n", "0.229392472448\n", "\n", " --- under the realm of G138 G159 ---\n", "0.218392758678\n", "\n", " --- under the realm of G138 G160 ---\n", "0.222567933014\n", "\n", " --- under the realm of G138 G161 ---\n", "0.223101584667\n", "\n", " --- under the realm of G138 G162 ---\n", "0.224014255912\n", "\n", " --- under the realm of G138 G163 ---\n", "0.220920961935\n", "\n", " --- under the realm of G138 G164 ---\n", "0.22183363318\n", "\n", " --- under the realm of G138 G165 ---\n", "0.254537085745\n", "\n", " --- under the realm of G138 G166 ---\n", "0.252417738241\n", "\n", " --- under the realm of G138 G167 ---\n", "0.229763503037\n", "\n", " --- under the realm of G138 G168 ---\n", "0.231044399691\n", "\n", " --- under the realm of G138 G169 ---\n", "0.253362944723\n", "\n", " --- under the realm of G138 G170 ---\n", "0.254327613789\n", "\n", " --- under the realm of G138 G171 ---\n", "0.255285879544\n", "\n", " --- under the realm of G138 G172 ---\n", "0.254956652394\n", "\n", " --- under the realm of G138 G173 ---\n", "0.246886734459\n", "\n", " --- under the realm of G138 G174 ---\n", "0.2537078042\n", "\n", " --- under the realm of G138 G175 ---\n", "0.253692447539\n", "\n", " --- under the realm of G138 G176 ---\n", "0.254111230888\n", "\n", " --- under the realm of G138 G177 ---\n", "0.253654895265\n", "\n", " --- under the realm of G138 G178 ---\n", "0.25370012587\n", "\n", " --- under the realm of G138 G179 ---\n", "0.251828769201\n", "\n", " --- under the realm of G138 G180 ---\n", "0.259394690184\n", "\n", " --- under the realm of G138 G181 ---\n", "0.257725088396\n", "\n", " --- under the realm of G138 G182 ---\n", "0.257739046918\n", "\n", " --- under the realm of G138 G183 ---\n", "0.25777940249\n", "\n", " --- under the realm of G138 G184 ---\n", "0.255507032476\n", "--- marginalized kernel matrix of size 185 built in 569.2255895137787 seconds ---\n", "\n", " --- under the realm of G139 G139 ---\n", "0.252154238505\n", "\n", " --- under the realm of G139 G140 ---\n", "0.248714935426\n", "\n", " --- under the realm of G139 G141 ---\n", "0.228953240535\n", "\n", " --- under the realm of G139 G142 ---\n", "0.229089022633\n", "\n", " --- under the realm of G139 G143 ---\n", "0.230523902975\n", "\n", " --- under the realm of G139 G144 ---\n", "0.225924629043\n", "\n", " --- under the realm of G139 G145 ---\n", "0.248964270702\n", "\n", " --- under the realm of G139 G146 ---\n", "0.250139176153\n", "\n", " --- under the realm of G139 G147 ---\n", "0.250508345411\n", "\n", " --- under the realm of G139 G148 ---\n", "0.25138686052\n", "\n", " --- under the realm of G139 G149 ---\n", "0.250500073892\n", "\n", " --- under the realm of G139 G150 ---\n", "0.248449770916\n", "\n", " --- under the realm of G139 G151 ---\n", "0.250581307754\n", "\n", " --- under the realm of G139 G152 ---\n", "0.248449698304\n", "\n", " --- under the realm of G139 G153 ---\n", "0.247752538553\n", "\n", " --- under the realm of G139 G154 ---\n", "0.247871402324\n", "\n", " --- under the realm of G139 G155 ---\n", "0.248805475301\n", "\n", " --- under the realm of G139 G156 ---\n", "0.24776348231\n", "\n", " --- under the realm of G139 G157 ---\n", "0.251195564234\n", "\n", " --- under the realm of G139 G158 ---\n", "0.22946393541\n", "\n", " --- under the realm of G139 G159 ---\n", "0.218454759766\n", "\n", " --- under the realm of G139 G160 ---\n", "0.222629445735\n", "\n", " --- under the realm of G139 G161 ---\n", "0.223169525449\n", "\n", " --- under the realm of G139 G162 ---\n", "0.224076239379\n", "\n", " --- under the realm of G139 G163 ---\n", "0.220984190144\n", "\n", " --- under the realm of G139 G164 ---\n", "0.221890904074\n", "\n", " --- under the realm of G139 G165 ---\n", "0.254607213007\n", "\n", " --- under the realm of G139 G166 ---\n", "0.252494185848\n", "\n", " --- under the realm of G139 G167 ---\n", "0.229824201401\n", "\n", " --- under the realm of G139 G168 ---\n", "0.23108895312\n", "\n", " --- under the realm of G139 G169 ---\n", "0.253445382731\n", "\n", " --- under the realm of G139 G170 ---\n", "0.254408648381\n", "\n", " --- under the realm of G139 G171 ---\n", "0.255373897318\n", "\n", " --- under the realm of G139 G172 ---\n", "0.255039989541\n", "\n", " --- under the realm of G139 G173 ---\n", "0.2469708746\n", "\n", " --- under the realm of G139 G174 ---\n", "0.253792413824\n", "\n", " --- under the realm of G139 G175 ---\n", "0.253777374698\n", "\n", " --- under the realm of G139 G176 ---\n", "0.254193612958\n", "\n", " --- under the realm of G139 G177 ---\n", "0.253740255993\n", "\n", " --- under the realm of G139 G178 ---\n", "0.253784894261\n", "\n", " --- under the realm of G139 G179 ---\n", "0.251909491924\n", "\n", " --- under the realm of G139 G180 ---\n", "0.259460063171\n", "\n", " --- under the realm of G139 G181 ---\n", "0.257805532901\n", "\n", " --- under the realm of G139 G182 ---\n", "0.257818132627\n", "\n", " --- under the realm of G139 G183 ---\n", "0.257864290554\n", "\n", " --- under the realm of G139 G184 ---\n", "0.255586295542\n", "--- marginalized kernel matrix of size 185 built in 571.6811184883118 seconds ---\n", "\n", " --- under the realm of G140 G140 ---\n", "0.246228205794\n", "\n", " --- under the realm of G140 G141 ---\n", "0.226014246269\n", "\n", " --- under the realm of G140 G142 ---\n", "0.226146215776\n", "\n", " --- under the realm of G140 G143 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.226975954879\n", "\n", " --- under the realm of G140 G144 ---\n", "0.223290305532\n", "\n", " --- under the realm of G140 G145 ---\n", "0.245198385287\n", "\n", " --- under the realm of G140 G146 ---\n", "0.246253021133\n", "\n", " --- under the realm of G140 G147 ---\n", "0.246616176407\n", "\n", " --- under the realm of G140 G148 ---\n", "0.24738291594\n", "\n", " --- under the realm of G140 G149 ---\n", "0.246607653843\n", "\n", " --- under the realm of G140 G150 ---\n", "0.244726453717\n", "\n", " --- under the realm of G140 G151 ---\n", "0.246684355955\n", "\n", " --- under the realm of G140 G152 ---\n", "0.244726366389\n", "\n", " --- under the realm of G140 G153 ---\n", "0.244106029757\n", "\n", " --- under the realm of G140 G154 ---\n", "0.244222622873\n", "\n", " --- under the realm of G140 G155 ---\n", "0.245043954376\n", "\n", " --- under the realm of G140 G156 ---\n", "0.244117538687\n", "\n", " --- under the realm of G140 G157 ---\n", "0.247194437161\n", "\n", " --- under the realm of G140 G158 ---\n", "0.225717897745\n", "\n", " --- under the realm of G140 G159 ---\n", "0.215648707556\n", "\n", " --- under the realm of G140 G160 ---\n", "0.21939478192\n", "\n", " --- under the realm of G140 G161 ---\n", "0.21991639792\n", "\n", " --- under the realm of G140 G162 ---\n", "0.220695100393\n", "\n", " --- under the realm of G140 G163 ---\n", "0.217880725422\n", "\n", " --- under the realm of G140 G164 ---\n", "0.218659427895\n", "\n", " --- under the realm of G140 G165 ---\n", "0.251231907703\n", "\n", " --- under the realm of G140 G166 ---\n", "0.249770217102\n", "\n", " --- under the realm of G140 G167 ---\n", "0.227849016326\n", "\n", " --- under the realm of G140 G168 ---\n", "0.228435047221\n", "\n", " --- under the realm of G140 G169 ---\n", "0.249470775728\n", "\n", " --- under the realm of G140 G170 ---\n", "0.250329714723\n", "\n", " --- under the realm of G140 G171 ---\n", "0.251240217097\n", "\n", " --- under the realm of G140 G172 ---\n", "0.250919901496\n", "\n", " --- under the realm of G140 G173 ---\n", "0.242924089166\n", "\n", " --- under the realm of G140 G174 ---\n", "0.249813059669\n", "\n", " --- under the realm of G140 G175 ---\n", "0.249797564097\n", "\n", " --- under the realm of G140 G176 ---\n", "0.250147390778\n", "\n", " --- under the realm of G140 G177 ---\n", "0.249758039541\n", "\n", " --- under the realm of G140 G178 ---\n", "0.249805311883\n", "\n", " --- under the realm of G140 G179 ---\n", "0.24808290512\n", "\n", " --- under the realm of G140 G180 ---\n", "0.255373726967\n", "\n", " --- under the realm of G140 G181 ---\n", "0.254311182007\n", "\n", " --- under the realm of G140 G182 ---\n", "0.254325944816\n", "\n", " --- under the realm of G140 G183 ---\n", "0.254368096164\n", "\n", " --- under the realm of G140 G184 ---\n", "0.252668219374\n", "--- marginalized kernel matrix of size 185 built in 574.0798966884613 seconds ---\n", "\n", " --- under the realm of G141 G141 ---\n", "0.211218500749\n", "\n", " --- under the realm of G141 G142 ---\n", "0.21133973207\n", "\n", " --- under the realm of G141 G143 ---\n", "0.212476517047\n", "\n", " --- under the realm of G141 G144 ---\n", "0.20763115978\n", "\n", " --- under the realm of G141 G145 ---\n", "0.223352049664\n", "\n", " --- under the realm of G141 G146 ---\n", "0.224380505709\n", "\n", " --- under the realm of G141 G147 ---\n", "0.224716266427\n", "\n", " --- under the realm of G141 G148 ---\n", "0.225477213843\n", "\n", " --- under the realm of G141 G149 ---\n", "0.224708480695\n", "\n", " --- under the realm of G141 G150 ---\n", "0.222897582543\n", "\n", " --- under the realm of G141 G151 ---\n", "0.224781002235\n", "\n", " --- under the realm of G141 G152 ---\n", "0.22289751011\n", "\n", " --- under the realm of G141 G153 ---\n", "0.222289145587\n", "\n", " --- under the realm of G141 G154 ---\n", "0.222397110907\n", "\n", " --- under the realm of G141 G155 ---\n", "0.223208433587\n", "\n", " --- under the realm of G141 G156 ---\n", "0.222299452497\n", "\n", " --- under the realm of G141 G157 ---\n", "0.225303040542\n", "\n", " --- under the realm of G141 G158 ---\n", "0.205789762972\n", "\n", " --- under the realm of G141 G159 ---\n", "0.196078001174\n", "\n", " --- under the realm of G141 G160 ---\n", "0.19973263806\n", "\n", " --- under the realm of G141 G161 ---\n", "0.200219606021\n", "\n", " --- under the realm of G141 G162 ---\n", "0.201000267561\n", "\n", " --- under the realm of G141 G163 ---\n", "0.198277563512\n", "\n", " --- under the realm of G141 G164 ---\n", "0.199058225052\n", "\n", " --- under the realm of G141 G165 ---\n", "0.23089688827\n", "\n", " --- under the realm of G141 G166 ---\n", "0.229107778371\n", "\n", " --- under the realm of G141 G167 ---\n", "0.210847987452\n", "\n", " --- under the realm of G141 G168 ---\n", "0.211843925108\n", "\n", " --- under the realm of G141 G169 ---\n", "0.22734132985\n", "\n", " --- under the realm of G141 G170 ---\n", "0.22818274813\n", "\n", " --- under the realm of G141 G171 ---\n", "0.229044669804\n", "\n", " --- under the realm of G141 G172 ---\n", "0.22874462882\n", "\n", " --- under the realm of G141 G173 ---\n", "0.221503152362\n", "\n", " --- under the realm of G141 G174 ---\n", "0.227657340597\n", "\n", " --- under the realm of G141 G175 ---\n", "0.227643184722\n", "\n", " --- under the realm of G141 G176 ---\n", "0.227998544967\n", "\n", " --- under the realm of G141 G177 ---\n", "0.227608214197\n", "\n", " --- under the realm of G141 G178 ---\n", "0.22765026266\n", "\n", " --- under the realm of G141 G179 ---\n", "0.225993150093\n", "\n", " --- under the realm of G141 G180 ---\n", "0.23492520964\n", "\n", " --- under the realm of G141 G181 ---\n", "0.233546905589\n", "\n", " --- under the realm of G141 G182 ---\n", "0.233560119826\n", "\n", " --- under the realm of G141 G183 ---\n", "0.233599764141\n", "\n", " --- under the realm of G141 G184 ---\n", "0.231638845106\n", "--- marginalized kernel matrix of size 185 built in 576.7751498222351 seconds ---\n", "\n", " --- under the realm of G142 G142 ---\n", "0.211477463478\n", "\n", " --- under the realm of G142 G143 ---\n", "0.212554051048\n", "\n", " --- under the realm of G142 G144 ---\n", "0.207674357938\n", "\n", " --- under the realm of G142 G145 ---\n", "0.223494514818\n", "\n", " --- under the realm of G142 G146 ---\n", "0.224524398277\n", "\n", " --- under the realm of G142 G147 ---\n", "0.224864765763\n", "\n", " --- under the realm of G142 G148 ---\n", "0.225620504108\n", "\n", " --- under the realm of G142 G149 ---\n", "0.22485729439\n", "\n", " --- under the realm of G142 G150 ---\n", "0.223038073965\n", "\n", " --- under the realm of G142 G151 ---\n", "0.22493232445\n", "\n", " --- under the realm of G142 G152 ---\n", "0.22303800626\n", "\n", " --- under the realm of G142 G153 ---\n", "0.22243120346\n", "\n", " --- under the realm of G142 G154 ---\n", "0.222540807027\n", "\n", " --- under the realm of G142 G155 ---\n", "0.223347954255\n", "\n", " --- under the realm of G142 G156 ---\n", "0.222441209412\n", "\n", " --- under the realm of G142 G157 ---\n", "0.225444234007\n", "\n", " --- under the realm of G142 G158 ---\n", "0.205918396303\n", "\n", " --- under the realm of G142 G159 ---\n", "0.196189603131\n", "\n", " --- under the realm of G142 G160 ---\n", "0.199843360958\n", "\n", " --- under the realm of G142 G161 ---\n", "0.200341899429\n", "\n", " --- under the realm of G142 G162 ---\n", "0.201111837802\n", "\n", " --- under the realm of G142 G163 ---\n", "0.198391374288\n", "\n", " --- under the realm of G142 G164 ---\n", "0.199161312661\n", "\n", " --- under the realm of G142 G165 ---\n", "0.231025135281\n", "\n", " --- under the realm of G142 G166 ---\n", "0.229245885184\n", "\n", " --- under the realm of G142 G167 ---\n", "0.21095819799\n", "\n", " --- under the realm of G142 G168 ---\n", "0.211927785007\n", "\n", " --- under the realm of G142 G169 ---\n", "0.227489718265\n", "\n", " --- under the realm of G142 G170 ---\n", "0.228328610395\n", "\n", " --- under the realm of G142 G171 ---\n", "0.229203101798\n", "\n", " --- under the realm of G142 G172 ---\n", "0.228894635685\n", "\n", " --- under the realm of G142 G173 ---\n", "0.221654604616\n", "\n", " --- under the realm of G142 G174 ---\n", "0.227809637921\n", "\n", " --- under the realm of G142 G175 ---\n", "0.227796053607\n", "\n", " --- under the realm of G142 G176 ---\n", "0.228146832693\n", "\n", " --- under the realm of G142 G177 ---\n", "0.227761863507\n", "\n", " --- under the realm of G142 G178 ---\n", "0.227802845764\n", "\n", " --- under the realm of G142 G179 ---\n", "0.226138450995\n", "\n", " --- under the realm of G142 G180 ---\n", "0.235046519252\n", "\n", " --- under the realm of G142 G181 ---\n", "0.233692632827\n", "\n", " --- under the realm of G142 G182 ---\n", "0.233703613919\n", "\n", " --- under the realm of G142 G183 ---\n", "0.233752872551\n", "\n", " --- under the realm of G142 G184 ---\n", "0.231781974184\n", "--- marginalized kernel matrix of size 185 built in 579.3824179172516 seconds ---\n", "\n", " --- under the realm of G143 G143 ---\n", "0.21433791283\n", "\n", " --- under the realm of G143 G144 ---\n", "0.209146930153\n", "\n", " --- under the realm of G143 G145 ---\n", "0.225021643197\n", "\n", " --- under the realm of G143 G146 ---\n", "0.22613431962\n", "\n", " --- under the realm of G143 G147 ---\n", "0.226443848516\n", "\n", " --- under the realm of G143 G148 ---\n", "0.22731177524\n", "\n", " --- under the realm of G143 G149 ---\n", "0.226436292475\n", "\n", " --- under the realm of G143 G150 ---\n", "0.22454734653\n", "\n", " --- under the realm of G143 G151 ---\n", "0.226503375254\n", "\n", " --- under the realm of G143 G152 ---\n", "0.224547285208\n", "\n", " --- under the realm of G143 G153 ---\n", "0.223875963589\n", "\n", " --- under the realm of G143 G154 ---\n", "0.223975519534\n", "\n", " --- under the realm of G143 G155 ---\n", "0.22488935519\n", "\n", " --- under the realm of G143 G156 ---\n", "0.223885567479\n", "\n", " --- under the realm of G143 G157 ---\n", "0.227150969768\n", "\n", " --- under the realm of G143 G158 ---\n", "0.207545046201\n", "\n", " --- under the realm of G143 G159 ---\n", "0.197299258783\n", "\n", " --- under the realm of G143 G160 ---\n", "0.201268928297\n", "\n", " --- under the realm of G143 G161 ---\n", "0.201717976421\n", "\n", " --- under the realm of G143 G162 ---\n", "0.202639296188\n", "\n", " --- under the realm of G143 G163 ---\n", "0.199730879647\n", "\n", " --- under the realm of G143 G164 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.200652199413\n", "\n", " --- under the realm of G143 G165 ---\n", "0.232430758724\n", "\n", " --- under the realm of G143 G166 ---\n", "0.230180003167\n", "\n", " --- under the realm of G143 G167 ---\n", "0.21162276648\n", "\n", " --- under the realm of G143 G168 ---\n", "0.213198196937\n", "\n", " --- under the realm of G143 G169 ---\n", "0.229123603263\n", "\n", " --- under the realm of G143 G170 ---\n", "0.230050342337\n", "\n", " --- under the realm of G143 G171 ---\n", "0.230894308943\n", "\n", " --- under the realm of G143 G172 ---\n", "0.230617917972\n", "\n", " --- under the realm of G143 G173 ---\n", "0.223307023923\n", "\n", " --- under the realm of G143 G174 ---\n", "0.229414858185\n", "\n", " --- under the realm of G143 G175 ---\n", "0.229401119928\n", "\n", " --- under the realm of G143 G176 ---\n", "0.229830026634\n", "\n", " --- under the realm of G143 G177 ---\n", "0.22936936675\n", "\n", " --- under the realm of G143 G178 ---\n", "0.229407989056\n", "\n", " --- under the realm of G143 G179 ---\n", "0.227680843339\n", "\n", " --- under the realm of G143 G180 ---\n", "0.236928192285\n", "\n", " --- under the realm of G143 G181 ---\n", "0.235063907665\n", "\n", " --- under the realm of G143 G182 ---\n", "0.235078276234\n", "\n", " --- under the realm of G143 G183 ---\n", "0.235097629614\n", "\n", " --- under the realm of G143 G184 ---\n", "0.23280149352\n", "--- marginalized kernel matrix of size 185 built in 581.9060389995575 seconds ---\n", "\n", " --- under the realm of G144 G144 ---\n", "0.207087336191\n", "\n", " --- under the realm of G144 G145 ---\n", "0.218896920627\n", "\n", " --- under the realm of G144 G146 ---\n", "0.21989759641\n", "\n", " --- under the realm of G144 G147 ---\n", "0.220132486096\n", "\n", " --- under the realm of G144 G148 ---\n", "0.22094473722\n", "\n", " --- under the realm of G144 G149 ---\n", "0.220127006357\n", "\n", " --- under the realm of G144 G150 ---\n", "0.218484621402\n", "\n", " --- under the realm of G144 G151 ---\n", "0.220180123137\n", "\n", " --- under the realm of G144 G152 ---\n", "0.218484584397\n", "\n", " --- under the realm of G144 G153 ---\n", "0.217872378432\n", "\n", " --- under the realm of G144 G154 ---\n", "0.217948154035\n", "\n", " --- under the realm of G144 G155 ---\n", "0.218795295465\n", "\n", " --- under the realm of G144 G156 ---\n", "0.217879157317\n", "\n", " --- under the realm of G144 G157 ---\n", "0.220822925764\n", "\n", " --- under the realm of G144 G158 ---\n", "0.201681542177\n", "\n", " --- under the realm of G144 G159 ---\n", "0.19269996581\n", "\n", " --- under the realm of G144 G160 ---\n", "0.196275601164\n", "\n", " --- under the realm of G144 G161 ---\n", "0.196623031335\n", "\n", " --- under the realm of G144 G162 ---\n", "0.197505030181\n", "\n", " --- under the realm of G144 G163 ---\n", "0.194931440273\n", "\n", " --- under the realm of G144 G164 ---\n", "0.19581343912\n", "\n", " --- under the realm of G144 G165 ---\n", "0.227750466015\n", "\n", " --- under the realm of G144 G166 ---\n", "0.226049158625\n", "\n", " --- under the realm of G144 G167 ---\n", "0.209379215857\n", "\n", " --- under the realm of G144 G168 ---\n", "0.210650831331\n", "\n", " --- under the realm of G144 G169 ---\n", "0.222714073032\n", "\n", " --- under the realm of G144 G170 ---\n", "0.223557025845\n", "\n", " --- under the realm of G144 G171 ---\n", "0.224250589891\n", "\n", " --- under the realm of G144 G172 ---\n", "0.224035222491\n", "\n", " --- under the realm of G144 G173 ---\n", "0.216745860551\n", "\n", " --- under the realm of G144 G174 ---\n", "0.222934480092\n", "\n", " --- under the realm of G144 G175 ---\n", "0.22292451693\n", "\n", " --- under the realm of G144 G176 ---\n", "0.223343504243\n", "\n", " --- under the realm of G144 G177 ---\n", "0.22290250482\n", "\n", " --- under the realm of G144 G178 ---\n", "0.222929498511\n", "\n", " --- under the realm of G144 G179 ---\n", "0.221429515964\n", "\n", " --- under the realm of G144 G180 ---\n", "0.231421900622\n", "\n", " --- under the realm of G144 G181 ---\n", "0.229971309432\n", "\n", " --- under the realm of G144 G182 ---\n", "0.229980775751\n", "\n", " --- under the realm of G144 G183 ---\n", "0.229987173464\n", "\n", " --- under the realm of G144 G184 ---\n", "0.228306400323\n", "--- marginalized kernel matrix of size 185 built in 584.3532395362854 seconds ---\n", "\n", " --- under the realm of G145 G145 ---\n", "0.255237881268\n", "\n", " --- under the realm of G145 G146 ---\n", "0.256139390007\n", "\n", " --- under the realm of G145 G147 ---\n", "0.256492976067\n", "\n", " --- under the realm of G145 G148 ---\n", "0.257118886902\n", "\n", " --- under the realm of G145 G149 ---\n", "0.2564842149\n", "\n", " --- under the realm of G145 G150 ---\n", "0.254819953374\n", "\n", " --- under the realm of G145 G151 ---\n", "0.256557872382\n", "\n", " --- under the realm of G145 G152 ---\n", "0.254819867214\n", "\n", " --- under the realm of G145 G153 ---\n", "0.254298360936\n", "\n", " --- under the realm of G145 G154 ---\n", "0.254411756245\n", "\n", " --- under the realm of G145 G155 ---\n", "0.255088377507\n", "\n", " --- under the realm of G145 G156 ---\n", "0.254309933062\n", "\n", " --- under the realm of G145 G157 ---\n", "0.256934971082\n", "\n", " --- under the realm of G145 G158 ---\n", "0.236640146608\n", "\n", " --- under the realm of G145 G159 ---\n", "0.228527940501\n", "\n", " --- under the realm of G145 G160 ---\n", "0.231723445867\n", "\n", " --- under the realm of G145 G161 ---\n", "0.232227678583\n", "\n", " --- under the realm of G145 G162 ---\n", "0.23284125125\n", "\n", " --- under the realm of G145 G163 ---\n", "0.230375598746\n", "\n", " --- under the realm of G145 G164 ---\n", "0.230989122194\n", "\n", " --- under the realm of G145 G165 ---\n", "0.251819626177\n", "\n", " --- under the realm of G145 G166 ---\n", "0.249510880195\n", "\n", " --- under the realm of G145 G167 ---\n", "0.223501863331\n", "\n", " --- under the realm of G145 G168 ---\n", "0.224830335852\n", "\n", " --- under the realm of G145 G169 ---\n", "0.259065202843\n", "\n", " --- under the realm of G145 G170 ---\n", "0.259791552384\n", "\n", " --- under the realm of G145 G171 ---\n", "0.260637066006\n", "\n", " --- under the realm of G145 G172 ---\n", "0.260328526801\n", "\n", " --- under the realm of G145 G173 ---\n", "0.253072173973\n", "\n", " --- under the realm of G145 G174 ---\n", "0.259398750893\n", "\n", " --- under the realm of G145 G175 ---\n", "0.259382821499\n", "\n", " --- under the realm of G145 G176 ---\n", "0.259650356386\n", "\n", " --- under the realm of G145 G177 ---\n", "0.259343603528\n", "\n", " --- under the realm of G145 G178 ---\n", "0.259390786196\n", "\n", " --- under the realm of G145 G179 ---\n", "0.257865634219\n", "\n", " --- under the realm of G145 G180 ---\n", "0.257278137729\n", "\n", " --- under the realm of G145 G181 ---\n", "0.255478605168\n", "\n", " --- under the realm of G145 G182 ---\n", "0.25549491921\n", "\n", " --- under the realm of G145 G183 ---\n", "0.255540431352\n", "\n", " --- under the realm of G145 G184 ---\n", "0.253039278207\n", "--- marginalized kernel matrix of size 185 built in 586.8177616596222 seconds ---\n", "\n", " --- under the realm of G146 G146 ---\n", "0.257156859846\n", "\n", " --- under the realm of G146 G147 ---\n", "0.257494302518\n", "\n", " --- under the realm of G146 G148 ---\n", "0.258245400113\n", "\n", " --- under the realm of G146 G149 ---\n", "0.257486239061\n", "\n", " --- under the realm of G146 G150 ---\n", "0.255688140742\n", "\n", " --- under the realm of G146 G151 ---\n", "0.257557418237\n", "\n", " --- under the realm of G146 G152 ---\n", "0.255688060953\n", "\n", " --- under the realm of G146 G153 ---\n", "0.255086098063\n", "\n", " --- under the realm of G146 G154 ---\n", "0.255194431385\n", "\n", " --- under the realm of G146 G155 ---\n", "0.255996053602\n", "\n", " --- under the realm of G146 G156 ---\n", "0.25509686433\n", "\n", " --- under the realm of G146 G157 ---\n", "0.25807014267\n", "\n", " --- under the realm of G146 G158 ---\n", "0.23777480051\n", "\n", " --- under the realm of G146 G159 ---\n", "0.228848700027\n", "\n", " --- under the realm of G146 G160 ---\n", "0.232467489697\n", "\n", " --- under the realm of G146 G161 ---\n", "0.232951702959\n", "\n", " --- under the realm of G146 G162 ---\n", "0.233722321711\n", "\n", " --- under the realm of G146 G163 ---\n", "0.231015122684\n", "\n", " --- under the realm of G146 G164 ---\n", "0.231785742692\n", "\n", " --- under the realm of G146 G165 ---\n", "0.252995661797\n", "\n", " --- under the realm of G146 G166 ---\n", "0.250605100489\n", "\n", " --- under the realm of G146 G167 ---\n", "0.224436823372\n", "\n", " --- under the realm of G146 G168 ---\n", "0.225847798437\n", "\n", " --- under the realm of G146 G169 ---\n", "0.260122037251\n", "\n", " --- under the realm of G146 G170 ---\n", "0.260955185136\n", "\n", " --- under the realm of G146 G171 ---\n", "0.261811974867\n", "\n", " --- under the realm of G146 G172 ---\n", "0.261514893204\n", "\n", " --- under the realm of G146 G173 ---\n", "0.254255388477\n", "\n", " --- under the realm of G146 G174 ---\n", "0.260440111061\n", "\n", " --- under the realm of G146 G175 ---\n", "0.26042545023\n", "\n", " --- under the realm of G146 G176 ---\n", "0.260774034105\n", "\n", " --- under the realm of G146 G177 ---\n", "0.26038872664\n", "\n", " --- under the realm of G146 G178 ---\n", "0.260432780645\n", "\n", " --- under the realm of G146 G179 ---\n", "0.25878676316\n", "\n", " --- under the realm of G146 G180 ---\n", "0.258552297937\n", "\n", " --- under the realm of G146 G181 ---\n", "0.256676973349\n", "\n", " --- under the realm of G146 G182 ---\n", "0.256692809944\n", "\n", " --- under the realm of G146 G183 ---\n", "0.256739552833\n", "\n", " --- under the realm of G146 G184 ---\n", "0.254165885985\n", "--- marginalized kernel matrix of size 185 built in 589.1715576648712 seconds ---\n", "\n", " --- under the realm of G147 G147 ---\n", "0.257858295159\n", "\n", " --- under the realm of G147 G148 ---\n", "0.258571611706\n", "\n", " --- under the realm of G147 G149 ---\n", "0.257849638799\n", "\n", " --- under the realm of G147 G150 ---\n", "0.256038012826\n", "\n", " --- under the realm of G147 G151 ---\n", "0.257927484504\n", "\n", " --- under the realm of G147 G152 ---\n", "0.256037927963\n", "\n", " --- under the realm of G147 G153 ---\n", "0.255453130004\n", "\n", " --- under the realm of G147 G154 ---\n", "0.255570098171\n", "\n", " --- under the realm of G147 G155 ---\n", "0.256337825217\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- under the realm of G147 G156 ---\n", "0.255464530723\n", "\n", " --- under the realm of G147 G157 ---\n", "0.258382605664\n", "\n", " --- under the realm of G147 G158 ---\n", "0.238053992754\n", "\n", " --- under the realm of G147 G159 ---\n", "0.229130887181\n", "\n", " --- under the realm of G147 G160 ---\n", "0.232682917669\n", "\n", " --- under the realm of G147 G161 ---\n", "0.233208325404\n", "\n", " --- under the realm of G147 G162 ---\n", "0.233920570016\n", "\n", " --- under the realm of G147 G163 ---\n", "0.231239117553\n", "\n", " --- under the realm of G147 G164 ---\n", "0.23195136581\n", "\n", " --- under the realm of G147 G165 ---\n", "0.253371298324\n", "\n", " --- under the realm of G147 G166 ---\n", "0.250984875486\n", "\n", " --- under the realm of G147 G167 ---\n", "0.224742060388\n", "\n", " --- under the realm of G147 G168 ---\n", "0.226121701109\n", "\n", " --- under the realm of G147 G169 ---\n", "0.260476926236\n", "\n", " --- under the realm of G147 G170 ---\n", "0.261287516604\n", "\n", " --- under the realm of G147 G171 ---\n", "0.262185107281\n", "\n", " --- under the realm of G147 G172 ---\n", "0.261862142372\n", "\n", " --- under the realm of G147 G173 ---\n", "0.254626702047\n", "\n", " --- under the realm of G147 G174 ---\n", "0.260819736153\n", "\n", " --- under the realm of G147 G175 ---\n", "0.260803997318\n", "\n", " --- under the realm of G147 G176 ---\n", "0.261121559431\n", "\n", " --- under the realm of G147 G177 ---\n", "0.260765441619\n", "\n", " --- under the realm of G147 G178 ---\n", "0.260811866735\n", "\n", " --- under the realm of G147 G179 ---\n", "0.259152947056\n", "\n", " --- under the realm of G147 G180 ---\n", "0.258940003455\n", "\n", " --- under the realm of G147 G181 ---\n", "0.257078711178\n", "\n", " --- under the realm of G147 G182 ---\n", "0.257095287546\n", "\n", " --- under the realm of G147 G183 ---\n", "0.257143299584\n", "\n", " --- under the realm of G147 G184 ---\n", "0.254559259039\n", "--- marginalized kernel matrix of size 185 built in 591.4724524021149 seconds ---\n", "\n", " --- under the realm of G148 G148 ---\n", "0.259448415334\n", "\n", " --- under the realm of G148 G149 ---\n", "0.258562582744\n", "\n", " --- under the realm of G148 G150 ---\n", "0.2566341269\n", "\n", " --- under the realm of G148 G151 ---\n", "0.258628806284\n", "\n", " --- under the realm of G148 G152 ---\n", "0.25663404398\n", "\n", " --- under the realm of G148 G153 ---\n", "0.255952651091\n", "\n", " --- under the realm of G148 G154 ---\n", "0.256057181543\n", "\n", " --- under the realm of G148 G155 ---\n", "0.256982276888\n", "\n", " --- under the realm of G148 G156 ---\n", "0.255964013854\n", "\n", " --- under the realm of G148 G157 ---\n", "0.259278166855\n", "\n", " --- under the realm of G148 G158 ---\n", "0.238977630975\n", "\n", " --- under the realm of G148 G159 ---\n", "0.229228125326\n", "\n", " --- under the realm of G148 G160 ---\n", "0.233258868956\n", "\n", " --- under the realm of G148 G161 ---\n", "0.23371800577\n", "\n", " --- under the realm of G148 G162 ---\n", "0.234650035376\n", "\n", " --- under the realm of G148 G163 ---\n", "0.231689545206\n", "\n", " --- under the realm of G148 G164 ---\n", "0.232621780645\n", "\n", " --- under the realm of G148 G165 ---\n", "0.254248205279\n", "\n", " --- under the realm of G148 G166 ---\n", "0.251778284487\n", "\n", " --- under the realm of G148 G167 ---\n", "0.225433830767\n", "\n", " --- under the realm of G148 G168 ---\n", "0.226917586157\n", "\n", " --- under the realm of G148 G169 ---\n", "0.261253690901\n", "\n", " --- under the realm of G148 G170 ---\n", "0.262195544176\n", "\n", " --- under the realm of G148 G171 ---\n", "0.263057452714\n", "\n", " --- under the realm of G148 G172 ---\n", "0.262778850274\n", "\n", " --- under the realm of G148 G173 ---\n", "0.255520091242\n", "\n", " --- under the realm of G148 G174 ---\n", "0.261561905326\n", "\n", " --- under the realm of G148 G175 ---\n", "0.261545489031\n", "\n", " --- under the realm of G148 G176 ---\n", "0.261974294128\n", "\n", " --- under the realm of G148 G177 ---\n", "0.261508177521\n", "\n", " --- under the realm of G148 G178 ---\n", "0.261553697178\n", "\n", " --- under the realm of G148 G179 ---\n", "0.259788819629\n", "\n", " --- under the realm of G148 G180 ---\n", "0.259906262389\n", "\n", " --- under the realm of G148 G181 ---\n", "0.257957678781\n", "\n", " --- under the realm of G148 G182 ---\n", "0.25797404634\n", "\n", " --- under the realm of G148 G183 ---\n", "0.258020130044\n", "\n", " --- under the realm of G148 G184 ---\n", "0.255374489272\n", "--- marginalized kernel matrix of size 185 built in 593.7085263729095 seconds ---\n", "\n", " --- under the realm of G149 G149 ---\n", "0.257841274964\n", "\n", " --- under the realm of G149 G150 ---\n", "0.256029326542\n", "\n", " --- under the realm of G149 G151 ---\n", "0.257919500731\n", "\n", " --- under the realm of G149 G152 ---\n", "0.256029245728\n", "\n", " --- under the realm of G149 G153 ---\n", "0.255444554768\n", "\n", " --- under the realm of G149 G154 ---\n", "0.25556138777\n", "\n", " --- under the realm of G149 G155 ---\n", "0.256328929932\n", "\n", " --- under the realm of G149 G156 ---\n", "0.255455735838\n", "\n", " --- under the realm of G149 G157 ---\n", "0.258374053995\n", "\n", " --- under the realm of G149 G158 ---\n", "0.23804594204\n", "\n", " --- under the realm of G149 G159 ---\n", "0.229125113303\n", "\n", " --- under the realm of G149 G160 ---\n", "0.232677545557\n", "\n", " --- under the realm of G149 G161 ---\n", "0.233203911817\n", "\n", " --- under the realm of G149 G162 ---\n", "0.233915032539\n", "\n", " --- under the realm of G149 G163 ---\n", "0.23123540444\n", "\n", " --- under the realm of G149 G164 ---\n", "0.231946528837\n", "\n", " --- under the realm of G149 G165 ---\n", "0.253362588196\n", "\n", " --- under the realm of G149 G166 ---\n", "0.250975937681\n", "\n", " --- under the realm of G149 G167 ---\n", "0.22473498245\n", "\n", " --- under the realm of G149 G168 ---\n", "0.226115662704\n", "\n", " --- under the realm of G149 G169 ---\n", "0.260468443415\n", "\n", " --- under the realm of G149 G170 ---\n", "0.261278546317\n", "\n", " --- under the realm of G149 G171 ---\n", "0.262177279857\n", "\n", " --- under the realm of G149 G172 ---\n", "0.261853151807\n", "\n", " --- under the realm of G149 G173 ---\n", "0.254617431184\n", "\n", " --- under the realm of G149 G174 ---\n", "0.260810544157\n", "\n", " --- under the realm of G149 G175 ---\n", "0.260795337184\n", "\n", " --- under the realm of G149 G176 ---\n", "0.261112730013\n", "\n", " --- under the realm of G149 G177 ---\n", "0.260757174154\n", "\n", " --- under the realm of G149 G178 ---\n", "0.260802940671\n", "\n", " --- under the realm of G149 G179 ---\n", "0.259143901755\n", "\n", " --- under the realm of G149 G180 ---\n", "0.258930843696\n", "\n", " --- under the realm of G149 G181 ---\n", "0.257069376825\n", "\n", " --- under the realm of G149 G182 ---\n", "0.257085789115\n", "\n", " --- under the realm of G149 G183 ---\n", "0.257134092351\n", "\n", " --- under the realm of G149 G184 ---\n", "0.254549981508\n", "--- marginalized kernel matrix of size 185 built in 595.8861720561981 seconds ---\n", "\n", " --- under the realm of G150 G150 ---\n", "0.254414673425\n", "\n", " --- under the realm of G150 G151 ---\n", "0.256101631995\n", "\n", " --- under the realm of G150 G152 ---\n", "0.254414585488\n", "\n", " --- under the realm of G150 G153 ---\n", "0.253914677426\n", "\n", " --- under the realm of G150 G154 ---\n", "0.254026806789\n", "\n", " --- under the realm of G150 G155 ---\n", "0.254672301057\n", "\n", " --- under the realm of G150 G156 ---\n", "0.25392624127\n", "\n", " --- under the realm of G150 G157 ---\n", "0.256452129665\n", "\n", " --- under the realm of G150 G158 ---\n", "0.236168178333\n", "\n", " --- under the realm of G150 G159 ---\n", "0.228328687381\n", "\n", " --- under the realm of G150 G160 ---\n", "0.231403724404\n", "\n", " --- under the realm of G150 G161 ---\n", "0.231900976477\n", "\n", " --- under the realm of G150 G162 ---\n", "0.232480739115\n", "\n", " --- under the realm of G150 G163 ---\n", "0.230087771689\n", "\n", " --- under the realm of G150 G164 ---\n", "0.230667472668\n", "\n", " --- under the realm of G150 G165 ---\n", "0.251302869821\n", "\n", " --- under the realm of G150 G166 ---\n", "0.24902028486\n", "\n", " --- under the realm of G150 G167 ---\n", "0.223088711402\n", "\n", " --- under the realm of G150 G168 ---\n", "0.224399655767\n", "\n", " --- under the realm of G150 G169 ---\n", "0.2585951064\n", "\n", " --- under the realm of G150 G170 ---\n", "0.259292747094\n", "\n", " --- under the realm of G150 G171 ---\n", "0.260121054304\n", "\n", " --- under the realm of G150 G172 ---\n", "0.259817059075\n", "\n", " --- under the realm of G150 G173 ---\n", "0.252554115682\n", "\n", " --- under the realm of G150 G174 ---\n", "0.258925313333\n", "\n", " --- under the realm of G150 G175 ---\n", "0.25890952009\n", "\n", " --- under the realm of G150 G176 ---\n", "0.259159980886\n", "\n", " --- under the realm of G150 G177 ---\n", "0.258870136905\n", "\n", " --- under the realm of G150 G178 ---\n", "0.258917416711\n", "\n", " --- under the realm of G150 G179 ---\n", "0.257437326273\n", "\n", " --- under the realm of G150 G180 ---\n", "0.256724305168\n", "\n", " --- under the realm of G150 G181 ---\n", "0.254945804511\n", "\n", " --- under the realm of G150 G182 ---\n", "0.254961965879\n", "\n", " --- under the realm of G150 G183 ---\n", "0.25500670409\n", "\n", " --- under the realm of G150 G184 ---\n", "0.252533412138\n", "--- marginalized kernel matrix of size 185 built in 597.9962964057922 seconds ---\n", "\n", " --- under the realm of G151 G151 ---\n", "0.258001148328\n", "\n", " --- under the realm of G151 G152 ---\n", "0.256101554749\n", "\n", " --- under the realm of G151 G153 ---\n", "0.255521928938\n", "\n", " --- under the realm of G151 G154 ---\n", "0.255641109817\n", "\n", " --- under the realm of G151 G155 ---\n", "0.256398465383\n", "\n", " --- under the realm of G151 G156 ---\n", "0.255532742178\n", "\n", " --- under the realm of G151 G157 ---\n", "0.258437197172\n", "\n", " --- under the realm of G151 G158 ---\n", "0.238101933341\n", "\n", " --- under the realm of G151 G159 ---\n", "0.229187798367\n", "\n", " --- under the realm of G151 G160 ---\n", "0.232723168531\n", "\n", " --- under the realm of G151 G161 ---\n", "0.233265589708\n", "\n", " --- under the realm of G151 G162 ---\n", "0.233956593251\n", "\n", " --- under the realm of G151 G163 ---\n", "0.231289931623\n", "\n", " --- under the realm of G151 G164 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.231980939965\n", "\n", " --- under the realm of G151 G165 ---\n", "0.253443244608\n", "\n", " --- under the realm of G151 G166 ---\n", "0.251055904423\n", "\n", " --- under the realm of G151 G167 ---\n", "0.224800911123\n", "\n", " --- under the realm of G151 G168 ---\n", "0.226177828617\n", "\n", " --- under the realm of G151 G169 ---\n", "0.260543092435\n", "\n", " --- under the realm of G151 G170 ---\n", "0.26134580327\n", "\n", " --- under the realm of G151 G171 ---\n", "0.262260669775\n", "\n", " --- under the realm of G151 G172 ---\n", "0.261924977959\n", "\n", " --- under the realm of G151 G173 ---\n", "0.254694196541\n", "\n", " --- under the realm of G151 G174 ---\n", "0.260890915634\n", "\n", " --- under the realm of G151 G175 ---\n", "0.260876399684\n", "\n", " --- under the realm of G151 G176 ---\n", "0.261184700199\n", "\n", " --- under the realm of G151 G177 ---\n", "0.260839203959\n", "\n", " --- under the realm of G151 G178 ---\n", "0.260883657659\n", "\n", " --- under the realm of G151 G179 ---\n", "0.259219578003\n", "\n", " --- under the realm of G151 G180 ---\n", "0.25901452157\n", "\n", " --- under the realm of G151 G181 ---\n", "0.25715514562\n", "\n", " --- under the realm of G151 G182 ---\n", "0.257171436208\n", "\n", " --- under the realm of G151 G183 ---\n", "0.257221014815\n", "\n", " --- under the realm of G151 G184 ---\n", "0.254632619497\n", "--- marginalized kernel matrix of size 185 built in 600.0754623413086 seconds ---\n", "\n", " --- under the realm of G152 G152 ---\n", "0.254414498141\n", "\n", " --- under the realm of G152 G153 ---\n", "0.253914587724\n", "\n", " --- under the realm of G152 G154 ---\n", "0.25402671629\n", "\n", " --- under the realm of G152 G155 ---\n", "0.254672214671\n", "\n", " --- under the realm of G152 G156 ---\n", "0.253926148835\n", "\n", " --- under the realm of G152 G157 ---\n", "0.25645205025\n", "\n", " --- under the realm of G152 G158 ---\n", "0.23616811038\n", "\n", " --- under the realm of G152 G159 ---\n", "0.228328629804\n", "\n", " --- under the realm of G152 G160 ---\n", "0.231403679137\n", "\n", " --- under the realm of G152 G161 ---\n", "0.231900941754\n", "\n", " --- under the realm of G152 G162 ---\n", "0.232480699365\n", "\n", " --- under the realm of G152 G163 ---\n", "0.230087742829\n", "\n", " --- under the realm of G152 G164 ---\n", "0.2306674388\n", "\n", " --- under the realm of G152 G165 ---\n", "0.251302785674\n", "\n", " --- under the realm of G152 G166 ---\n", "0.24902019234\n", "\n", " --- under the realm of G152 G167 ---\n", "0.223088645554\n", "\n", " --- under the realm of G152 G168 ---\n", "0.224399611216\n", "\n", " --- under the realm of G152 G169 ---\n", "0.25859502117\n", "\n", " --- under the realm of G152 G170 ---\n", "0.25929266148\n", "\n", " --- under the realm of G152 G171 ---\n", "0.260120983336\n", "\n", " --- under the realm of G152 G172 ---\n", "0.259816975607\n", "\n", " --- under the realm of G152 G173 ---\n", "0.252554023608\n", "\n", " --- under the realm of G152 G174 ---\n", "0.258925221148\n", "\n", " --- under the realm of G152 G175 ---\n", "0.258909435266\n", "\n", " --- under the realm of G152 G176 ---\n", "0.259159896325\n", "\n", " --- under the realm of G152 G177 ---\n", "0.258870054849\n", "\n", " --- under the realm of G152 G178 ---\n", "0.258917328207\n", "\n", " --- under the realm of G152 G179 ---\n", "0.257437234188\n", "\n", " --- under the realm of G152 G180 ---\n", "0.256724224093\n", "\n", " --- under the realm of G152 G181 ---\n", "0.254945713062\n", "\n", " --- under the realm of G152 G182 ---\n", "0.254961872762\n", "\n", " --- under the realm of G152 G183 ---\n", "0.255006614921\n", "\n", " --- under the realm of G152 G184 ---\n", "0.252533315384\n", "--- marginalized kernel matrix of size 185 built in 602.0894904136658 seconds ---\n", "\n", " --- under the realm of G153 G153 ---\n", "0.253474880557\n", "\n", " --- under the realm of G153 G154 ---\n", "0.253592676068\n", "\n", " --- under the realm of G153 G155 ---\n", "0.254142385015\n", "\n", " --- under the realm of G153 G156 ---\n", "0.253486521696\n", "\n", " --- under the realm of G153 G157 ---\n", "0.255762128409\n", "\n", " --- under the realm of G153 G158 ---\n", "0.235470293666\n", "\n", " --- under the realm of G153 G159 ---\n", "0.228186257431\n", "\n", " --- under the realm of G153 G160 ---\n", "0.230956408521\n", "\n", " --- under the realm of G153 G161 ---\n", "0.231483164745\n", "\n", " --- under the realm of G153 G162 ---\n", "0.231935975587\n", "\n", " --- under the realm of G153 G163 ---\n", "0.229718194727\n", "\n", " --- under the realm of G153 G164 ---\n", "0.230171057464\n", "\n", " --- under the realm of G153 G165 ---\n", "0.250605100489\n", "\n", " --- under the realm of G153 G166 ---\n", "0.248377112183\n", "\n", " --- under the realm of G153 G167 ---\n", "0.222535586897\n", "\n", " --- under the realm of G153 G168 ---\n", "0.22378615124\n", "\n", " --- under the realm of G153 G169 ---\n", "0.257970712028\n", "\n", " --- under the realm of G153 G170 ---\n", "0.258588436945\n", "\n", " --- under the realm of G153 G171 ---\n", "0.259425475946\n", "\n", " --- under the realm of G153 G172 ---\n", "0.259102016704\n", "\n", " --- under the realm of G153 G173 ---\n", "0.251847196294\n", "\n", " --- under the realm of G153 G174 ---\n", "0.258316692158\n", "\n", " --- under the realm of G153 G175 ---\n", "0.258301100819\n", "\n", " --- under the realm of G153 G176 ---\n", "0.25848740326\n", "\n", " --- under the realm of G153 G177 ---\n", "0.25826097824\n", "\n", " --- under the realm of G153 G178 ---\n", "0.258308896489\n", "\n", " --- under the realm of G153 G179 ---\n", "0.256905699845\n", "\n", " --- under the realm of G153 G180 ---\n", "0.255963570234\n", "\n", " --- under the realm of G153 G181 ---\n", "0.254238845251\n", "\n", " --- under the realm of G153 G182 ---\n", "0.254255095805\n", "\n", " --- under the realm of G153 G183 ---\n", "0.254300347972\n", "\n", " --- under the realm of G153 G184 ---\n", "0.251871626437\n", "--- marginalized kernel matrix of size 185 built in 604.0442929267883 seconds ---\n", "\n", " --- under the realm of G154 G154 ---\n", "0.253713311145\n", "\n", " --- under the realm of G154 G155 ---\n", "0.254251811414\n", "\n", " --- under the realm of G154 G156 ---\n", "0.253604468149\n", "\n", " --- under the realm of G154 G157 ---\n", "0.255862234551\n", "\n", " --- under the realm of G154 G158 ---\n", "0.235559717087\n", "\n", " --- under the realm of G154 G159 ---\n", "0.228277157088\n", "\n", " --- under the realm of G154 G160 ---\n", "0.231025538197\n", "\n", " --- under the realm of G154 G161 ---\n", "0.231566301574\n", "\n", " --- under the realm of G154 G162 ---\n", "0.231999602727\n", "\n", " --- under the realm of G154 G163 ---\n", "0.229790859946\n", "\n", " --- under the realm of G154 G164 ---\n", "0.230224254752\n", "\n", " --- under the realm of G154 G165 ---\n", "0.250725836446\n", "\n", " --- under the realm of G154 G166 ---\n", "0.248499015598\n", "\n", " --- under the realm of G154 G167 ---\n", "0.222633737188\n", "\n", " --- under the realm of G154 G168 ---\n", "0.223874536272\n", "\n", " --- under the realm of G154 G169 ---\n", "0.258084623746\n", "\n", " --- under the realm of G154 G170 ---\n", "0.258694905432\n", "\n", " --- under the realm of G154 G171 ---\n", "0.259545808358\n", "\n", " --- under the realm of G154 G172 ---\n", "0.25921343594\n", "\n", " --- under the realm of G154 G173 ---\n", "0.251966299484\n", "\n", " --- under the realm of G154 G174 ---\n", "0.258438597689\n", "\n", " --- under the realm of G154 G175 ---\n", "0.258422760596\n", "\n", " --- under the realm of G154 G176 ---\n", "0.258598875259\n", "\n", " --- under the realm of G154 G177 ---\n", "0.258382186609\n", "\n", " --- under the realm of G154 G178 ---\n", "0.258430679142\n", "\n", " --- under the realm of G154 G179 ---\n", "0.257023061824\n", "\n", " --- under the realm of G154 G180 ---\n", "0.256088234248\n", "\n", " --- under the realm of G154 G181 ---\n", "0.254367922005\n", "\n", " --- under the realm of G154 G182 ---\n", "0.254384380498\n", "\n", " --- under the realm of G154 G183 ---\n", "0.254430145103\n", "\n", " --- under the realm of G154 G184 ---\n", "0.251997874709\n", "--- marginalized kernel matrix of size 185 built in 605.9348838329315 seconds ---\n", "\n", " --- under the realm of G155 G155 ---\n", "0.254944936492\n", "\n", " --- under the realm of G155 G156 ---\n", "0.254154042246\n", "\n", " --- under the realm of G155 G157 ---\n", "0.256804190302\n", "\n", " --- under the realm of G155 G158 ---\n", "0.236523767752\n", "\n", " --- under the realm of G155 G159 ---\n", "0.228406018224\n", "\n", " --- under the realm of G155 G160 ---\n", "0.231632033039\n", "\n", " --- under the realm of G155 G161 ---\n", "0.232114074986\n", "\n", " --- under the realm of G155 G162 ---\n", "0.232757681649\n", "\n", " --- under the realm of G155 G163 ---\n", "0.230275983388\n", "\n", " --- under the realm of G155 G164 ---\n", "0.23091950801\n", "\n", " --- under the realm of G155 G165 ---\n", "0.251659178571\n", "\n", " --- under the realm of G155 G166 ---\n", "0.249349515682\n", "\n", " --- under the realm of G155 G167 ---\n", "0.223371303261\n", "\n", " --- under the realm of G155 G168 ---\n", "0.224711527675\n", "\n", " --- under the realm of G155 G169 ---\n", "0.258914554589\n", "\n", " --- under the realm of G155 G170 ---\n", "0.259652332757\n", "\n", " --- under the realm of G155 G171 ---\n", "0.260475697521\n", "\n", " --- under the realm of G155 G172 ---\n", "0.260182105567\n", "\n", " --- under the realm of G155 G173 ---\n", "0.252915466197\n", "\n", " --- under the realm of G155 G174 ---\n", "0.259237418491\n", "\n", " --- under the realm of G155 G175 ---\n", "0.259221245246\n", "\n", " --- under the realm of G155 G176 ---\n", "0.259503686618\n", "\n", " --- under the realm of G155 G177 ---\n", "0.259181931504\n", "\n", " --- under the realm of G155 G178 ---\n", "0.259229331869\n", "\n", " --- under the realm of G155 G179 ---\n", "0.257711062175\n", "\n", " --- under the realm of G155 G180 ---\n", "0.257112438834\n", "\n", " --- under the realm of G155 G181 ---\n", "0.255307272177\n", "\n", " --- under the realm of G155 G182 ---\n", "0.255323484638\n", "\n", " --- under the realm of G155 G183 ---\n", "0.255367789375\n", "\n", " --- under the realm of G155 G184 ---\n", "0.252872240694\n", "--- marginalized kernel matrix of size 185 built in 607.8047144412994 seconds ---\n", "\n", " --- under the realm of G156 G156 ---\n", "0.253498355786\n", "\n", " --- under the realm of G156 G157 ---\n", "0.255773029158\n", "\n", " --- under the realm of G156 G158 ---\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.235480269887\n", "\n", " --- under the realm of G156 G159 ---\n", "0.228194293916\n", "\n", " --- under the realm of G156 G160 ---\n", "0.230963330341\n", "\n", " --- under the realm of G156 G161 ---\n", "0.231489287772\n", "\n", " --- under the realm of G156 G162 ---\n", "0.23194265408\n", "\n", " --- under the realm of G156 G163 ---\n", "0.229723362277\n", "\n", " --- under the realm of G156 G164 ---\n", "0.230176778333\n", "\n", " --- under the realm of G156 G165 ---\n", "0.250616719261\n", "\n", " --- under the realm of G156 G166 ---\n", "0.248389203049\n", "\n", " --- under the realm of G156 G167 ---\n", "0.222544956815\n", "\n", " --- under the realm of G156 G168 ---\n", "0.223793880121\n", "\n", " --- under the realm of G156 G169 ---\n", "0.257982074912\n", "\n", " --- under the realm of G156 G170 ---\n", "0.258599964218\n", "\n", " --- under the realm of G156 G171 ---\n", "0.259436103331\n", "\n", " --- under the realm of G156 G172 ---\n", "0.259113628921\n", "\n", " --- under the realm of G156 G173 ---\n", "0.251859488023\n", "\n", " --- under the realm of G156 G174 ---\n", "0.258328797101\n", "\n", " --- under the realm of G156 G175 ---\n", "0.2583128064\n", "\n", " --- under the realm of G156 G176 ---\n", "0.258498941918\n", "\n", " --- under the realm of G156 G177 ---\n", "0.258272240323\n", "\n", " --- under the realm of G156 G178 ---\n", "0.25832080175\n", "\n", " --- under the realm of G156 G179 ---\n", "0.256917785285\n", "\n", " --- under the realm of G156 G180 ---\n", "0.255975548156\n", "\n", " --- under the realm of G156 G181 ---\n", "0.254251370829\n", "\n", " --- under the realm of G156 G182 ---\n", "0.254267752777\n", "\n", " --- under the realm of G156 G183 ---\n", "0.254312734994\n", "\n", " --- under the realm of G156 G184 ---\n", "0.251884193405\n", "--- marginalized kernel matrix of size 185 built in 609.5871107578278 seconds ---\n", "\n", " --- under the realm of G157 G157 ---\n", "0.259115165326\n", "\n", " --- under the realm of G157 G158 ---\n", "0.238831681057\n", "\n", " --- under the realm of G157 G159 ---\n", "0.229082197705\n", "\n", " --- under the realm of G157 G160 ---\n", "0.233146783736\n", "\n", " --- under the realm of G157 G161 ---\n", "0.233585893804\n", "\n", " --- under the realm of G157 G162 ---\n", "0.234546499157\n", "\n", " --- under the realm of G157 G163 ---\n", "0.231574377197\n", "\n", " --- under the realm of G157 G164 ---\n", "0.232535216683\n", "\n", " --- under the realm of G157 G165 ---\n", "0.254053346677\n", "\n", " --- under the realm of G157 G166 ---\n", "0.251581159639\n", "\n", " --- under the realm of G157 G167 ---\n", "0.225275491401\n", "\n", " --- under the realm of G157 G168 ---\n", "0.226775764145\n", "\n", " --- under the realm of G157 G169 ---\n", "0.261069371468\n", "\n", " --- under the realm of G157 G170 ---\n", "0.262022261819\n", "\n", " --- under the realm of G157 G171 ---\n", "0.262864422412\n", "\n", " --- under the realm of G157 G172 ---\n", "0.262598043277\n", "\n", " --- under the realm of G157 G173 ---\n", "0.255326933631\n", "\n", " --- under the realm of G157 G174 ---\n", "0.261364671567\n", "\n", " --- under the realm of G157 G175 ---\n", "0.261349123078\n", "\n", " --- under the realm of G157 G176 ---\n", "0.261793444413\n", "\n", " --- under the realm of G157 G177 ---\n", "0.261313024872\n", "\n", " --- under the realm of G157 G178 ---\n", "0.261356897323\n", "\n", " --- under the realm of G157 G179 ---\n", "0.259598376248\n", "\n", " --- under the realm of G157 G180 ---\n", "0.259705026098\n", "\n", " --- under the realm of G157 G181 ---\n", "0.25774924645\n", "\n", " --- under the realm of G157 G182 ---\n", "0.257765136954\n", "\n", " --- under the realm of G157 G183 ---\n", "0.257810779523\n", "\n", " --- under the realm of G157 G184 ---\n", "0.255170290258\n", "--- marginalized kernel matrix of size 185 built in 611.3457882404327 seconds ---\n", "\n", " --- under the realm of G158 G158 ---\n", "0.222909074266\n", "\n", " --- under the realm of G158 G159 ---\n", "0.212607897319\n", "\n", " --- under the realm of G158 G160 ---\n", "0.216680643851\n", "\n", " --- under the realm of G158 G161 ---\n", "0.217071239577\n", "\n", " --- under the realm of G158 G162 ---\n", "0.218079888619\n", "\n", " --- under the realm of G158 G163 ---\n", "0.215143739093\n", "\n", " --- under the realm of G158 G164 ---\n", "0.216152682309\n", "\n", " --- under the realm of G158 G165 ---\n", "0.232064476068\n", "\n", " --- under the realm of G158 G166 ---\n", "0.229743586748\n", "\n", " --- under the realm of G158 G167 ---\n", "0.205676644024\n", "\n", " --- under the realm of G158 G168 ---\n", "0.207111197713\n", "\n", " --- under the realm of G158 G169 ---\n", "0.240338435414\n", "\n", " --- under the realm of G158 G170 ---\n", "0.241301823845\n", "\n", " --- under the realm of G158 G171 ---\n", "0.242088756922\n", "\n", " --- under the realm of G158 G172 ---\n", "0.241852644063\n", "\n", " --- under the realm of G158 G173 ---\n", "0.236032643852\n", "\n", " --- under the realm of G158 G174 ---\n", "0.240602405627\n", "\n", " --- under the realm of G158 G175 ---\n", "0.240587767966\n", "\n", " --- under the realm of G158 G176 ---\n", "0.241059824391\n", "\n", " --- under the realm of G158 G177 ---\n", "0.240555349954\n", "\n", " --- under the realm of G158 G178 ---\n", "0.240595086797\n", "\n", " --- under the realm of G158 G179 ---\n", "0.238877806472\n", "\n", " --- under the realm of G158 G180 ---\n", "0.237293601632\n", "\n", " --- under the realm of G158 G181 ---\n", "0.235447505183\n", "\n", " --- under the realm of G158 G182 ---\n", "0.235462076898\n", "\n", " --- under the realm of G158 G183 ---\n", "0.235503707552\n", "\n", " --- under the realm of G158 G184 ---\n", "0.233037327773\n", "--- marginalized kernel matrix of size 185 built in 613.1899893283844 seconds ---\n", "\n", " --- under the realm of G159 G159 ---\n", "0.209990144495\n", "\n", " --- under the realm of G159 G160 ---\n", "0.211066481808\n", "\n", " --- under the realm of G159 G161 ---\n", "0.211481713179\n", "\n", " --- under the realm of G159 G162 ---\n", "0.211475959306\n", "\n", " --- under the realm of G159 G163 ---\n", "0.210406744675\n", "\n", " --- under the realm of G159 G164 ---\n", "0.210401347854\n", "\n", " --- under the realm of G159 G165 ---\n", "0.220993400306\n", "\n", " --- under the realm of G159 G166 ---\n", "0.219279193816\n", "\n", " --- under the realm of G159 G167 ---\n", "0.196847769662\n", "\n", " --- under the realm of G159 G168 ---\n", "0.197816555055\n", "\n", " --- under the realm of G159 G169 ---\n", "0.23094914231\n", "\n", " --- under the realm of G159 G170 ---\n", "0.231163604795\n", "\n", " --- under the realm of G159 G171 ---\n", "0.231732151569\n", "\n", " --- under the realm of G159 G172 ---\n", "0.231474581059\n", "\n", " --- under the realm of G159 G173 ---\n", "0.225770654223\n", "\n", " --- under the realm of G159 G174 ---\n", "0.231214245706\n", "\n", " --- under the realm of G159 G175 ---\n", "0.231203747746\n", "\n", " --- under the realm of G159 G176 ---\n", "0.231172900353\n", "\n", " --- under the realm of G159 G177 ---\n", "0.231175608618\n", "\n", " --- under the realm of G159 G178 ---\n", "0.231208996726\n", "\n", " --- under the realm of G159 G179 ---\n", "0.230476349449\n", "\n", " --- under the realm of G159 G180 ---\n", "0.225396852104\n", "\n", " --- under the realm of G159 G181 ---\n", "0.224069260106\n", "\n", " --- under the realm of G159 G182 ---\n", "0.224081265354\n", "\n", " --- under the realm of G159 G183 ---\n", "0.224117742485\n", "\n", " --- under the realm of G159 G184 ---\n", "0.222249586527\n", "--- marginalized kernel matrix of size 185 built in 614.9664504528046 seconds ---\n", "\n", " --- under the realm of G160 G160 ---\n", "0.213720620852\n", "\n", " --- under the realm of G160 G161 ---\n", "0.214029859737\n", "\n", " --- under the realm of G160 G162 ---\n", "0.214638579609\n", "\n", " --- under the realm of G160 G163 ---\n", "0.212657345261\n", "\n", " --- under the realm of G160 G164 ---\n", "0.213265942764\n", "\n", " --- under the realm of G160 G165 ---\n", "0.22517511715\n", "\n", " --- under the realm of G160 G166 ---\n", "0.223165662401\n", "\n", " --- under the realm of G160 G167 ---\n", "0.200170166832\n", "\n", " --- under the realm of G160 G168 ---\n", "0.20144027759\n", "\n", " --- under the realm of G160 G169 ---\n", "0.234707134465\n", "\n", " --- under the realm of G160 G170 ---\n", "0.235326500241\n", "\n", " --- under the realm of G160 G171 ---\n", "0.235902475925\n", "\n", " --- under the realm of G160 G172 ---\n", "0.235712741872\n", "\n", " --- under the realm of G160 G173 ---\n", "0.229990155423\n", "\n", " --- under the realm of G160 G174 ---\n", "0.234910138769\n", "\n", " --- under the realm of G160 G175 ---\n", "0.234900371292\n", "\n", " --- under the realm of G160 G176 ---\n", "0.235181557847\n", "\n", " --- under the realm of G160 G177 ---\n", "0.234877261069\n", "\n", " --- under the realm of G160 G178 ---\n", "0.234905255031\n", "\n", " --- under the realm of G160 G179 ---\n", "0.233740032784\n", "\n", " --- under the realm of G160 G180 ---\n", "0.229933076675\n", "\n", " --- under the realm of G160 G181 ---\n", "0.228326676846\n", "\n", " --- under the realm of G160 G182 ---\n", "0.228338038392\n", "\n", " --- under the realm of G160 G183 ---\n", "0.228375203492\n", "\n", " --- under the realm of G160 G184 ---\n", "0.226250924688\n", "--- marginalized kernel matrix of size 185 built in 616.6813824176788 seconds ---\n", "\n", " --- under the realm of G161 G161 ---\n", "0.214421920755\n", "\n", " --- under the realm of G161 G162 ---\n", "0.214921212474\n", "\n", " --- under the realm of G161 G163 ---\n", "0.213001766532\n", "\n", " --- under the realm of G161 G164 ---\n", "0.21350101766\n", "\n", " --- under the realm of G161 G165 ---\n", "0.225718568573\n", "\n", " --- under the realm of G161 G166 ---\n", "0.223710415994\n", "\n", " --- under the realm of G161 G167 ---\n", "0.200612864978\n", "\n", " --- under the realm of G161 G168 ---\n", "0.201846534292\n", "\n", " --- under the realm of G161 G169 ---\n", "0.235215781769\n", "\n", " --- under the realm of G161 G170 ---\n", "0.235793970282\n", "\n", " --- under the realm of G161 G171 ---\n", "0.236452795973\n", "\n", " --- under the realm of G161 G172 ---\n", "0.236206140749\n", "\n", " --- under the realm of G161 G173 ---\n", "0.230518061443\n", "\n", " --- under the realm of G161 G174 ---\n", "0.235455560296\n", "\n", " --- under the realm of G161 G175 ---\n", "0.235447535593\n", "\n", " --- under the realm of G161 G176 ---\n", "0.235675764902\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", " --- under the realm of G161 G177 ---\n", "0.235426146873\n", "\n", " --- under the realm of G161 G178 ---\n", "0.235451547945\n", "\n", " --- under the realm of G161 G179 ---\n", "0.234260543459\n", "\n", " --- under the realm of G161 G180 ---\n", "0.230494962632\n", "\n", " --- under the realm of G161 G181 ---\n", "0.228906448087\n", "\n", " --- under the realm of G161 G182 ---\n", "0.228917882288\n", "\n", " --- under the realm of G161 G183 ---\n", "0.228960178246\n", "\n", " --- under the realm of G161 G184 ---\n", "0.226814609573\n", "--- marginalized kernel matrix of size 185 built in 618.3072783946991 seconds ---\n", "\n", " --- under the realm of G162 G162 ---\n", "0.215724126815\n", "\n", " --- under the realm of G162 G163 ---\n", "0.213443329631\n", "\n", " --- under the realm of G162 G164 ---\n", "0.214246244374\n", "\n", " --- under the realm of G162 G165 ---\n", "0.226623656117\n", "\n", " --- under the realm of G162 G166 ---\n", "0.224514921393\n", "\n", " --- under the realm of G162 G167 ---\n", "0.201322557287\n", "\n", " --- under the realm of G162 G168 ---\n", "0.202691102704\n", "\n", " --- under the realm of G162 G169 ---\n", "0.236010592954\n", "\n", " --- under the realm of G162 G170 ---\n", "0.236761549614\n", "\n", " --- under the realm of G162 G171 ---\n", "0.237348030699\n", "\n", " --- under the realm of G162 G172 ---\n", "0.237175739003\n", "\n", " --- under the realm of G162 G173 ---\n", "0.231449497308\n", "\n", " --- under the realm of G162 G174 ---\n", "0.236197528185\n", "\n", " --- under the realm of G162 G175 ---\n", "0.236187460045\n", "\n", " --- under the realm of G162 G176 ---\n", "0.236567614224\n", "\n", " --- under the realm of G162 G177 ---\n", "0.236166159089\n", "\n", " --- under the realm of G162 G178 ---\n", "0.236192494115\n", "\n", " --- under the realm of G162 G179 ---\n", "0.234881844633\n", "\n", " --- under the realm of G162 G180 ---\n", "0.231502762971\n", "\n", " --- under the realm of G162 G181 ---\n", "0.22980378401\n", "\n", " --- under the realm of G162 G182 ---\n", "0.22981515744\n", "\n", " --- under the realm of G162 G183 ---\n", "0.229852921564\n", "\n", " --- under the realm of G162 G184 ---\n", "0.227640227048\n", "--- marginalized kernel matrix of size 185 built in 619.8694264888763 seconds ---\n", "\n", " --- under the realm of G163 G163 ---\n", "0.211774903859\n", "\n", " --- under the realm of G163 G164 ---\n", "0.212216470344\n", "\n", " --- under the realm of G163 G165 ---\n", "0.223513432101\n", "\n", " --- under the realm of G163 G166 ---\n", "0.221591430131\n", "\n", " --- under the realm of G163 G167 ---\n", "0.198847371788\n", "\n", " --- under the realm of G163 G168 ---\n", "0.20005407458\n", "\n", " --- under the realm of G163 G169 ---\n", "0.233194453783\n", "\n", " --- under the realm of G163 G170 ---\n", "0.233704259078\n", "\n", " --- under the realm of G163 G171 ---\n", "0.234283146342\n", "\n", " --- under the realm of G163 G172 ---\n", "0.234065993229\n", "\n", " --- under the realm of G163 G173 ---\n", "0.22833542611\n", "\n", " --- under the realm of G163 G174 ---\n", "0.233403556172\n", "\n", " --- under the realm of G163 G175 ---\n", "0.233396805058\n", "\n", " --- under the realm of G163 G176 ---\n", "0.233599525022\n", "\n", " --- under the realm of G163 G177 ---\n", "0.233378747521\n", "\n", " --- under the realm of G163 G178 ---\n", "0.233400180615\n", "\n", " --- under the realm of G163 G179 ---\n", "0.232351380483\n", "\n", " --- under the realm of G163 G180 ---\n", "0.228148217227\n", "\n", " --- under the realm of G163 G181 ---\n", "0.22661864079\n", "\n", " --- under the realm of G163 G182 ---\n", "0.226628929396\n", "\n", " --- under the realm of G163 G183 ---\n", "0.226668751016\n", "\n", " --- under the realm of G163 G184 ---\n", "0.224627458708\n", "--- marginalized kernel matrix of size 185 built in 621.3790225982666 seconds ---\n", "\n", " --- under the realm of G164 G164 ---\n", "0.212961914143\n", "\n", " --- under the realm of G164 G165 ---\n", "0.224418519645\n", "\n", " --- under the realm of G164 G166 ---\n", "0.222395935529\n", "\n", " --- under the realm of G164 G167 ---\n", "0.199557064097\n", "\n", " --- under the realm of G164 G168 ---\n", "0.200898642992\n", "\n", " --- under the realm of G164 G169 ---\n", "0.233989266109\n", "\n", " --- under the realm of G164 G170 ---\n", "0.234672051458\n", "\n", " --- under the realm of G164 G171 ---\n", "0.235178527967\n", "\n", " --- under the realm of G164 G172 ---\n", "0.235035842844\n", "\n", " --- under the realm of G164 G173 ---\n", "0.229267012457\n", "\n", " --- under the realm of G164 G174 ---\n", "0.234145527358\n", "\n", " --- under the realm of G164 G175 ---\n", "0.234136732862\n", "\n", " --- under the realm of G164 G176 ---\n", "0.234491483302\n", "\n", " --- under the realm of G164 G177 ---\n", "0.234118763125\n", "\n", " --- under the realm of G164 G178 ---\n", "0.23414113011\n", "\n", " --- under the realm of G164 G179 ---\n", "0.232972625619\n", "\n", " --- under the realm of G164 G180 ---\n", "0.229156017567\n", "\n", " --- under the realm of G164 G181 ---\n", "0.227515976713\n", "\n", " --- under the realm of G164 G182 ---\n", "0.227526204548\n", "\n", " --- under the realm of G164 G183 ---\n", "0.227561494335\n", "\n", " --- under the realm of G164 G184 ---\n", "0.225453076182\n", "--- marginalized kernel matrix of size 185 built in 622.8127200603485 seconds ---\n", "\n", " --- under the realm of G165 G165 ---\n", "0.257156859846\n", "\n", " --- under the realm of G165 G166 ---\n", "0.255086098063\n", "\n", " --- under the realm of G165 G167 ---\n", "0.231851581867\n", "\n", " --- under the realm of G165 G168 ---\n", "0.233047078496\n", "\n", " --- under the realm of G165 G169 ---\n", "0.256339130242\n", "\n", " --- under the realm of G165 G170 ---\n", "0.257303777288\n", "\n", " --- under the realm of G165 G171 ---\n", "0.258274678615\n", "\n", " --- under the realm of G165 G172 ---\n", "0.257940093103\n", "\n", " --- under the realm of G165 G173 ---\n", "0.249781707497\n", "\n", " --- under the realm of G165 G174 ---\n", "0.256692809944\n", "\n", " --- under the realm of G165 G175 ---\n", "0.256676973349\n", "\n", " --- under the realm of G165 G176 ---\n", "0.257089907714\n", "\n", " --- under the realm of G165 G177 ---\n", "0.256637363941\n", "\n", " --- under the realm of G165 G178 ---\n", "0.256684891646\n", "\n", " --- under the realm of G165 G179 ---\n", "0.254800149478\n", "\n", " --- under the realm of G165 G180 ---\n", "0.262041693067\n", "\n", " --- under the realm of G165 G181 ---\n", "0.26042545023\n", "\n", " --- under the realm of G165 G182 ---\n", "0.260440111061\n", "\n", " --- under the realm of G165 G183 ---\n", "0.260480198342\n", "\n", " --- under the realm of G165 G184 ---\n", "0.258239520109\n", "--- marginalized kernel matrix of size 185 built in 624.0437519550323 seconds ---\n", "\n", " --- under the realm of G166 G166 ---\n", "0.253474880557\n", "\n", " --- under the realm of G166 G167 ---\n", "0.230695893488\n", "\n", " --- under the realm of G166 G168 ---\n", "0.231383574285\n", "\n", " --- under the realm of G166 G169 ---\n", "0.253897078083\n", "\n", " --- under the realm of G166 G170 ---\n", "0.254787671411\n", "\n", " --- under the realm of G166 G171 ---\n", "0.255736582381\n", "\n", " --- under the realm of G166 G172 ---\n", "0.255402223599\n", "\n", " --- under the realm of G166 G173 ---\n", "0.247298079517\n", "\n", " --- under the realm of G166 G174 ---\n", "0.254255095805\n", "\n", " --- under the realm of G166 G175 ---\n", "0.254238845251\n", "\n", " --- under the realm of G166 G176 ---\n", "0.254599531224\n", "\n", " --- under the realm of G166 G177 ---\n", "0.254197278525\n", "\n", " --- under the realm of G166 G178 ---\n", "0.254246970528\n", "\n", " --- under the realm of G166 G179 ---\n", "0.252456249641\n", "\n", " --- under the realm of G166 G180 ---\n", "0.259484362217\n", "\n", " --- under the realm of G166 G181 ---\n", "0.258301100819\n", "\n", " --- under the realm of G166 G182 ---\n", "0.258316692158\n", "\n", " --- under the realm of G166 G183 ---\n", "0.258360657926\n", "\n", " --- under the realm of G166 G184 ---\n", "0.256505961298\n", "--- marginalized kernel matrix of size 185 built in 625.2099053859711 seconds ---\n", "\n", " --- under the realm of G167 G167 ---\n", "0.213088391707\n", "\n", " --- under the realm of G167 G168 ---\n", "0.213519889394\n", "\n", " --- under the realm of G167 G169 ---\n", "0.227335093252\n", "\n", " --- under the realm of G167 G170 ---\n", "0.228100018961\n", "\n", " --- under the realm of G167 G171 ---\n", "0.228883584119\n", "\n", " --- under the realm of G167 G172 ---\n", "0.228610819589\n", "\n", " --- under the realm of G167 G173 ---\n", "0.221252865784\n", "\n", " --- under the realm of G167 G174 ---\n", "0.22762237575\n", "\n", " --- under the realm of G167 G175 ---\n", "0.227609506772\n", "\n", " --- under the realm of G167 G176 ---\n", "0.22793256154\n", "\n", " --- under the realm of G167 G177 ---\n", "0.227577715386\n", "\n", " --- under the realm of G167 G178 ---\n", "0.227615941261\n", "\n", " --- under the realm of G167 G179 ---\n", "0.226109475291\n", "\n", " --- under the realm of G167 G180 ---\n", "0.235167993088\n", "\n", " --- under the realm of G167 G181 ---\n", "0.234329407189\n", "\n", " --- under the realm of G167 G182 ---\n", "0.234341310597\n", "\n", " --- under the realm of G167 G183 ---\n", "0.234377044121\n", "\n", " --- under the realm of G167 G184 ---\n", "0.233025152127\n", "--- marginalized kernel matrix of size 185 built in 626.4377243518829 seconds ---\n", "\n", " --- under the realm of G168 G168 ---\n", "0.214622113165\n", "\n", " --- under the realm of G168 G169 ---\n", "0.22876348263\n", "\n", " --- under the realm of G168 G170 ---\n", "0.229609108188\n", "\n", " --- under the realm of G168 G171 ---\n", "0.230374041708\n", "\n", " --- under the realm of G168 G172 ---\n", "0.230121711729\n", "\n", " --- under the realm of G168 G173 ---\n", "0.222691269941\n", "\n", " --- under the realm of G168 G174 ---\n", "0.229020431351\n", "\n", " --- under the realm of G168 G175 ---\n", "0.229009452433\n", "\n", " --- under the realm of G168 G176 ---\n", "0.229406063352\n", "\n", " --- under the realm of G168 G177 ---\n", "0.228983779147\n", "\n", " --- under the realm of G168 G178 ---\n", "0.229014941892\n", "\n", " --- under the realm of G168 G179 ---\n", "0.227446947837\n", "\n", " --- under the realm of G168 G180 ---\n", "0.236843170398\n", "\n", " --- under the realm of G168 G181 ---\n", "0.235491657573\n", "\n", " --- under the realm of G168 G182 ---\n", "0.235500468069\n", "\n", " --- under the realm of G168 G183 ---\n", "0.235526837129\n", "\n", " --- under the realm of G168 G184 ---\n", "0.233796003463\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "--- marginalized kernel matrix of size 185 built in 627.5980844497681 seconds ---\n", "\n", " --- under the realm of G169 G169 ---\n", "0.263177651713\n", "\n", " --- under the realm of G169 G170 ---\n", "0.264041920998\n", "\n", " --- under the realm of G169 G171 ---\n", "0.26493850999\n", "\n", " --- under the realm of G169 G172 ---\n", "0.264626550034\n", "\n", " --- under the realm of G169 G173 ---\n", "0.257201624948\n", "\n", " --- under the realm of G169 G174 ---\n", "0.263512229894\n", "\n", " --- under the realm of G169 G175 ---\n", "0.263496806585\n", "\n", " --- under the realm of G169 G176 ---\n", "0.263855375719\n", "\n", " --- under the realm of G169 G177 ---\n", "0.263457971864\n", "\n", " --- under the realm of G169 G178 ---\n", "0.263504518239\n", "\n", " --- under the realm of G169 G179 ---\n", "0.2617894527\n", "\n", " --- under the realm of G169 G180 ---\n", "0.262000278572\n", "\n", " --- under the realm of G169 G181 ---\n", "0.260089100829\n", "\n", " --- under the realm of G169 G182 ---\n", "0.26010559277\n", "\n", " --- under the realm of G169 G183 ---\n", "0.260153568132\n", "\n", " --- under the realm of G169 G184 ---\n", "0.257518590966\n", "--- marginalized kernel matrix of size 185 built in 628.6881618499756 seconds ---\n", "\n", " --- under the realm of G170 G170 ---\n", "0.265015038133\n", "\n", " --- under the realm of G170 G171 ---\n", "0.265898133796\n", "\n", " --- under the realm of G170 G172 ---\n", "0.265614302058\n", "\n", " --- under the realm of G170 G173 ---\n", "0.258179048023\n", "\n", " --- under the realm of G170 G174 ---\n", "0.264355972552\n", "\n", " --- under the realm of G170 G175 ---\n", "0.26433966294\n", "\n", " --- under the realm of G170 G176 ---\n", "0.264785182284\n", "\n", " --- under the realm of G170 G177 ---\n", "0.264301286271\n", "\n", " --- under the realm of G170 G178 ---\n", "0.264347817746\n", "\n", " --- under the realm of G170 G179 ---\n", "0.262530533505\n", "\n", " --- under the realm of G170 G180 ---\n", "0.263051389417\n", "\n", " --- under the realm of G170 G181 ---\n", "0.261067260777\n", "\n", " --- under the realm of G170 G182 ---\n", "0.261083828414\n", "\n", " --- under the realm of G170 G183 ---\n", "0.261130740836\n", "\n", " --- under the realm of G170 G184 ---\n", "0.258435083955\n", "--- marginalized kernel matrix of size 185 built in 629.7222907543182 seconds ---\n", "\n", " --- under the realm of G171 G171 ---\n", "0.2668738448\n", "\n", " --- under the realm of G171 G172 ---\n", "0.26653261021\n", "\n", " --- under the realm of G171 G173 ---\n", "0.259136127692\n", "\n", " --- under the realm of G171 G174 ---\n", "0.265288907822\n", "\n", " --- under the realm of G171 G175 ---\n", "0.265274676143\n", "\n", " --- under the realm of G171 G176 ---\n", "0.265685796726\n", "\n", " --- under the realm of G171 G177 ---\n", "0.265238109511\n", "\n", " --- under the realm of G171 G178 ---\n", "0.265281791983\n", "\n", " --- under the realm of G171 G179 ---\n", "0.263401243046\n", "\n", " --- under the realm of G171 G180 ---\n", "0.264072301021\n", "\n", " --- under the realm of G171 G181 ---\n", "0.262086449679\n", "\n", " --- under the realm of G171 G182 ---\n", "0.262103050177\n", "\n", " --- under the realm of G171 G183 ---\n", "0.262155561478\n", "\n", " --- under the realm of G171 G184 ---\n", "0.259415420787\n", "--- marginalized kernel matrix of size 185 built in 630.6808168888092 seconds ---\n", "\n", " --- under the realm of G172 G172 ---\n", "0.266231778001\n", "\n", " --- under the realm of G172 G173 ---\n", "0.258813826258\n", "\n", " --- under the realm of G172 G174 ---\n", "0.264954260832\n", "\n", " --- under the realm of G172 G175 ---\n", "0.264937914351\n", "\n", " --- under the realm of G172 G176 ---\n", "0.265384062258\n", "\n", " --- under the realm of G172 G177 ---\n", "0.264899137634\n", "\n", " --- under the realm of G172 G178 ---\n", "0.264946087592\n", "\n", " --- under the realm of G172 G179 ---\n", "0.263082986392\n", "\n", " --- under the realm of G172 G180 ---\n", "0.26372632498\n", "\n", " --- under the realm of G172 G181 ---\n", "0.261729809213\n", "\n", " --- under the realm of G172 G182 ---\n", "0.261746676981\n", "\n", " --- under the realm of G172 G183 ---\n", "0.261795126173\n", "\n", " --- under the realm of G172 G184 ---\n", "0.259069571735\n", "--- marginalized kernel matrix of size 185 built in 631.5739166736603 seconds ---\n", "\n", " --- under the realm of G173 G173 ---\n", "0.252134698274\n", "\n", " --- under the realm of G173 G174 ---\n", "0.257552058306\n", "\n", " --- under the realm of G173 G175 ---\n", "0.257535202193\n", "\n", " --- under the realm of G173 G176 ---\n", "0.25795926157\n", "\n", " --- under the realm of G173 G177 ---\n", "0.257493469017\n", "\n", " --- under the realm of G173 G178 ---\n", "0.25754363025\n", "\n", " --- under the realm of G173 G179 ---\n", "0.255654926923\n", "\n", " --- under the realm of G173 G180 ---\n", "0.255436136772\n", "\n", " --- under the realm of G173 G181 ---\n", "0.253496701354\n", "\n", " --- under the realm of G173 G182 ---\n", "0.253514021338\n", "\n", " --- under the realm of G173 G183 ---\n", "0.253562411122\n", "\n", " --- under the realm of G173 G184 ---\n", "0.250876791346\n", "--- marginalized kernel matrix of size 185 built in 632.1531755924225 seconds ---\n", "\n", " --- under the realm of G174 G174 ---\n", "0.263869993201\n", "\n", " --- under the realm of G174 G175 ---\n", "0.263853280481\n", "\n", " --- under the realm of G174 G176 ---\n", "0.264183325579\n", "\n", " --- under the realm of G174 G177 ---\n", "0.263812345721\n", "\n", " --- under the realm of G174 G178 ---\n", "0.263861636841\n", "\n", " --- under the realm of G174 G179 ---\n", "0.262135054686\n", "\n", " --- under the realm of G174 G180 ---\n", "0.262365191811\n", "\n", " --- under the realm of G174 G181 ---\n", "0.260467488758\n", "\n", " --- under the realm of G174 G182 ---\n", "0.260484758631\n", "\n", " --- under the realm of G174 G183 ---\n", "0.260533644489\n", "\n", " --- under the realm of G174 G184 ---\n", "0.257889481809\n", "--- marginalized kernel matrix of size 185 built in 632.9248306751251 seconds ---\n", "\n", " --- under the realm of G175 G175 ---\n", "0.263837534785\n", "\n", " --- under the realm of G175 G176 ---\n", "0.264167272093\n", "\n", " --- under the realm of G175 G177 ---\n", "0.263797313966\n", "\n", " --- under the realm of G175 G178 ---\n", "0.263845407633\n", "\n", " --- under the realm of G175 G179 ---\n", "0.262118608684\n", "\n", " --- under the realm of G175 G180 ---\n", "0.262348537705\n", "\n", " --- under the realm of G175 G181 ---\n", "0.260450517207\n", "\n", " --- under the realm of G175 G182 ---\n", "0.260467488758\n", "\n", " --- under the realm of G175 G183 ---\n", "0.260516904067\n", "\n", " --- under the realm of G175 G184 ---\n", "0.25787261357\n", "--- marginalized kernel matrix of size 185 built in 633.6153528690338 seconds ---\n", "\n", " --- under the realm of G176 G176 ---\n", "0.264574418575\n", "\n", " --- under the realm of G176 G177 ---\n", "0.26412844143\n", "\n", " --- under the realm of G176 G178 ---\n", "0.264175298836\n", "\n", " --- under the realm of G176 G179 ---\n", "0.262387975356\n", "\n", " --- under the realm of G176 G180 ---\n", "0.262812105937\n", "\n", " --- under the realm of G176 G181 ---\n", "0.260856333239\n", "\n", " --- under the realm of G176 G182 ---\n", "0.260873008897\n", "\n", " --- under the realm of G176 G183 ---\n", "0.260920831777\n", "\n", " --- under the realm of G176 G184 ---\n", "0.258242184844\n", "--- marginalized kernel matrix of size 185 built in 634.2469310760498 seconds ---\n", "\n", " --- under the realm of G177 G177 ---\n", "0.26375843941\n", "\n", " --- under the realm of G177 G178 ---\n", "0.263804829844\n", "\n", " --- under the realm of G177 G179 ---\n", "0.262077358705\n", "\n", " --- under the realm of G177 G180 ---\n", "0.262308205767\n", "\n", " --- under the realm of G177 G181 ---\n", "0.260407665277\n", "\n", " --- under the realm of G177 G182 ---\n", "0.260424371321\n", "\n", " --- under the realm of G177 G183 ---\n", "0.260474460118\n", "\n", " --- under the realm of G177 G184 ---\n", "0.257829376107\n", "--- marginalized kernel matrix of size 185 built in 634.8114056587219 seconds ---\n", "\n", " --- under the realm of G178 G178 ---\n", "0.263853522237\n", "\n", " --- under the realm of G178 G179 ---\n", "0.262126831685\n", "\n", " --- under the realm of G178 G180 ---\n", "0.262356864758\n", "\n", " --- under the realm of G178 G181 ---\n", "0.260459002982\n", "\n", " --- under the realm of G178 G182 ---\n", "0.260476123695\n", "\n", " --- under the realm of G178 G183 ---\n", "0.260525274278\n", "\n", " --- under the realm of G178 G184 ---\n", "0.25788104769\n", "--- marginalized kernel matrix of size 185 built in 635.2957293987274 seconds ---\n", "\n", " --- under the realm of G179 G179 ---\n", "0.26056260539\n", "\n", " --- under the realm of G179 G180 ---\n", "0.260338391204\n", "\n", " --- under the realm of G179 G181 ---\n", "0.2585152252\n", "\n", " --- under the realm of G179 G182 ---\n", "0.25853201087\n", "\n", " --- under the realm of G179 G183 ---\n", "0.258578167467\n", "\n", " --- under the realm of G179 G184 ---\n", "0.256034432868\n", "--- marginalized kernel matrix of size 185 built in 635.7093262672424 seconds ---\n", "\n", " --- under the realm of G180 G180 ---\n", "0.267536917007\n", "\n", " --- under the realm of G180 G181 ---\n", "0.265468597784\n", "\n", " --- under the realm of G180 G182 ---\n", "0.265484754318\n", "\n", " --- under the realm of G180 G183 ---\n", "0.265519772667\n", "\n", " --- under the realm of G180 G184 ---\n", "0.262847604027\n", "--- marginalized kernel matrix of size 185 built in 636.0648431777954 seconds ---\n", "\n", " --- under the realm of G181 G181 ---\n", "0.263837534785\n", "\n", " --- under the realm of G181 G182 ---\n", "0.263853280481\n", "\n", " --- under the realm of G181 G183 ---\n", "0.263900400911\n", "\n", " --- under the realm of G181 G184 ---\n", "0.261565573137\n", "--- marginalized kernel matrix of size 185 built in 636.3432593345642 seconds ---\n", "\n", " --- under the realm of G182 G182 ---\n", "0.263869993201\n", "\n", " --- under the realm of G182 G183 ---\n", "0.263915149254\n", "\n", " --- under the realm of G182 G184 ---\n", "0.261581842053\n", "--- marginalized kernel matrix of size 185 built in 636.5545530319214 seconds ---\n", "\n", " --- under the realm of G183 G183 ---\n", "0.263966877902\n", "\n", " --- under the realm of G183 G184 ---\n", "0.261627293059\n", "--- marginalized kernel matrix of size 185 built in 636.6913950443268 seconds ---\n", "\n", " --- under the realm of G184 G184 ---\n", "0.259645923991\n", "--- marginalized kernel matrix of size 185 built in 636.7594740390778 seconds ---\n", "--- behold, the kernel presented ---\n", "[[ 0.18518519 0.15591398 0.11111111 ..., 0.15151515 0.15151515\n", " 0.15151515]\n", " [ 0. 0.15254237 0.08333333 ..., 0.11363636 0.11363636\n", " 0.11363636]\n", " [ 0. 0. 0.18518519 ..., 0.16617791 0.16617791\n", " 0.16890214]\n", " ..., \n", " [ 0. 0. 0. ..., 0.26386999 0.26391515\n", " 0.26158184]\n", " [ 0. 0. 0. ..., 0. 0.26396688\n", " 0.26162729]\n", " [ 0. 0. 0. ..., 0. 0. 0.25964592]]\n" ] } ], "source": [ "import matplotlib.pyplot as plt\n", "from utils.graphfiles import loadDataset\n", "\n", "dataset, y = loadDataset(\"/home/ljia/Documents/research-repo/datasets/acyclic/Acyclic/dataset_bps.ds\")\n", "G1 = dataset[12]\n", "G2 = dataset[20]\n", "nx.draw_networkx(G1)\n", "plt.show()\n", "Kmatrix = marginalizedkernel(dataset, 0.5, 20)\n", "\n", "print('--- behold, the kernel presented ---')\n", "print(Kmatrix)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.5.2" } }, "nbformat": 4, "nbformat_minor": 2 }