tods/datasets/anomaly_reserve/template/problemDoc.json

{
  "about": {
    "problemID": "template",
    "problemName": "baseball_problem",
    "problemDescription": "**Author**: Jeffrey S. Simonoff  \n**Source**: [AnalCatData](http://www.stern.nyu.edu/~jsimonof/AnalCatData) - 2003  \n**Please cite**: Jeffrey S. Simonoff, Analyzing Categorical Data, Springer-Verlag, New York, 2003  \n \nDatabase of baseball players and play statistics, including 'Games_played', 'At_bats', 'Runs', 'Hits', 'Doubles', 'Triples', 'Home_runs', 'RBIs', 'Walks', 'Strikeouts', 'Batting_average', 'On_base_pct', 'Slugging_pct' and 'Fielding_ave' \n\nNotes:  \n* Quotes, Single-Quotes and Backslashes were removed, Blanks replaced with Underscores\n* Player is an identifier that should be ignored when modelling the data",
    "problemVersion": "4.0.0",
    "problemSchemaVersion": "4.0.0",
    "taskKeywords": [
      "classification",
      "multiClass",
      "tabular"
    ]
  },
  "inputs": {
    "data": [
      {
        "datasetID": "185_baseball_dataset",
        "targets": [
          {
            "targetIndex": 0,
            "resID": "learningData",
            "colIndex": 18,
            "colName": "Hall_of_Fame"
          }
        ]
      }
    ],
    "dataSplits": {
      "method": "holdOut",
      "testSize": 0.2,
      "stratified": true,
      "numRepeats": 0,
      "randomSeed": 42,
      "splitsFile": "dataSplits.csv",
      "datasetViewMaps": {
        "train": [
          {
            "from": "185_baseball_dataset",
            "to": "185_baseball_dataset_TRAIN"
          }
        ],
        "test": [
          {
            "from": "185_baseball_dataset",
            "to": "185_baseball_dataset_TEST"
          }
        ],
        "score": [
          {
            "from": "185_baseball_dataset",
            "to": "185_baseball_dataset_SCORE"
          }
        ]
      }
    },
    "performanceMetrics": [
      {
        "metric": "f1Macro"
      }
    ]
  },
  "expectedOutputs": {
    "predictionsFile": "predictions.csv"
  }
}