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learningData.csv 1.5 kB

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4 years ago
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  1. d3mIndex,code,key,year,value
  2. 1,AAA,aaa,1990,46.8470585590128
  3. 2,BBB,aaa,1990,62.2717948419606
  4. 3,CCC,aaa,1990,67.8237620898007
  5. 4,AAA,aaa,2000,48.2983166483242
  6. 5,BBB,aaa,2000,45.549658223693
  7. 6,CCC,aaa,2000,69.2737110112599
  8. 7,AAA,aaa,2010,67.0300272167932
  9. 8,BBB,aaa,2010,61.2105314015372
  10. 9,CCC,aaa,2010,69.2795439452043
  11. 10,AAA,bbb,1990,41.4118186427085
  12. 11,BBB,bbb,1990,39.5640865244041
  13. 12,CCC,bbb,1990,67.9914975626095
  14. 13,AAA,bbb,2000,65.1345599343405
  15. 14,BBB,bbb,2000,68.7315746449879
  16. 15,CCC,bbb,2000,56.0433735350634
  17. 16,AAA,bbb,2010,54.3830733627441
  18. 17,BBB,bbb,2010,40.2346487255306
  19. 18,CCC,bbb,2010,45.8856701879045
  20. 19,AAA,ccc,1990,39.1645043487628
  21. 20,BBB,ccc,1990,45.648691933945
  22. 21,CCC,ccc,1990,46.7133286046023
  23. 22,AAA,ccc,2000,46.6525032867438
  24. 23,BBB,ccc,2000,46.4240035362404
  25. 24,CCC,ccc,2000,69.89360375709
  26. 25,AAA,ccc,2010,67.3439641718359
  27. 26,BBB,ccc,2010,45.0358709995812
  28. 27,CCC,ccc,2010,53.6699876392329
  29. 28,AAA,ddd,1990,51.7980168708906
  30. 29,BBB,ddd,1990,41.9604584970723
  31. 30,CCC,ddd,1990,40.1696772984881
  32. 31,AAA,ddd,2000,40.1734778285386
  33. 32,BBB,ddd,2000,47.1396106716371
  34. 33,CCC,ddd,2000,52.4998419337555
  35. 34,AAA,ddd,2010,32.328512195122
  36. 35,BBB,ddd,2010,62.2543658536585
  37. 36,CCC,ddd,2010,46.1351219512195
  38. 37,AAA,eee,1990,32.9848292682927
  39. 38,BBB,eee,1990,61.7827317073171
  40. 39,CCC,eee,1990,65.2155365853659
  41. 40,AAA,eee,2000,65.8634634146342
  42. 41,BBB,eee,2000,65.5693658536586
  43. 42,CCC,eee,2000,70.8170731707317
  44. 43,AAA,eee,2010,68.5856097560976
  45. 44,BBB,eee,2010,60.836243902439
  46. 45,CCC,eee,2010,62.7290487804878

全栈的自动化机器学习系统,主要针对多变量时间序列数据的异常检测。TODS提供了详尽的用于构建基于机器学习的异常检测系统的模块,它们包括:数据处理(data processing),时间序列处理( time series processing),特征分析(feature analysis),检测算法(detection algorithms),和强化模块( reinforcement module)。这些模块所提供的功能包括常见的数据预处理、时间序列数据的平滑或变换,从时域或频域中抽取特征、多种多样的检测算

Contributors (1)