models/attribute/folktables_tabpfn_regularized/preprocessing.json

{
  "dataset": "folktables",
  "num_features": 10,
  "num_classes": 2,
  "feature_names": [
    "feature_0",
    "feature_1",
    "feature_2",
    "feature_3",
    "feature_4",
    "feature_5",
    "feature_6",
    "feature_7",
    "feature_8",
    "feature_9"
  ],
  "scaler_mean": [
    42.7325,
    2.1252,
    18.5072,
    2.6501,
    4025.0659,
    95.9811,
    2.5536,
    37.8558,
    1.4777,
    3.0456
  ],
  "scaler_std": [
    14.806712793527128,
    1.873959700740571,
    3.888412035780046,
    1.8455541146225147,
    2636.8077288185473,
    123.97031234449013,
    4.502879860711613,
    13.051528889750598,
    0.49950246245641383,
    2.9062898410173785
  ],
  "attribute_info": {
    "sex": {
      "col_index": 8,
      "possible_values": [
        "Male",
        "Female"
      ],
      "val_to_label": {
        "1.0": "Male",
        "2.0": "Female"
      },
      "label_to_val": {
        "Male": 1.0,
        "Female": 2.0
      },
      "base_rate": 0.5218
    },
    "race": {
      "col_index": 9,
      "possible_values": [
        "1.0",
        "2.0",
        "3.0",
        "4.0",
        "5.0",
        "6.0",
        "7.0",
        "8.0",
        "9.0"
      ],
      "val_to_label": {
        "1.0": "1.0",
        "2.0": "2.0",
        "3.0": "3.0",
        "4.0": "4.0",
        "5.0": "5.0",
        "6.0": "6.0",
        "7.0": "7.0",
        "8.0": "8.0",
        "9.0": "9.0"
      },
      "label_to_val": {
        "1.0": 1.0,
        "2.0": 2.0,
        "3.0": 3.0,
        "4.0": 4.0,
        "5.0": 5.0,
        "6.0": 6.0,
        "7.0": 7.0,
        "8.0": 8.0,
        "9.0": 9.0
      },
      "base_rate": 0.6209
    }
  }
}