{
  "feature_selection_params": {
    "method": "NONE",
    "random_forest_params": {
      "n_trees": 30,
      "depth": 10,
      "n_features": 25
    },
    "lasso_params": {
      "alpha": [
        0.01,
        0.1,
        1.0,
        10.0,
        100.0
      ],
      "cross_validate": true
    },
    "pca_params": {
      "n_features": 25,
      "variance_proportion": 0.9
    },
    "correlation_params": {
      "min_abs_correlation": 0.0,
      "max_abs_correlation": 1.0,
      "n_features": 25
    },
    "custom_params": {
      "code": "# type your code here"
    }
  },
  "preprocessingFitSampleRatio": 1.0,
  "preprocessingFitSampleSeed": 1337,
  "target_remapping": [
    {
      "sourceValue": "0",
      "mappedValue": 0,
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    },
    {
      "sourceValue": "1",
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      "sampleFreq": 9056
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        "autoModifiedByDSS": false,
        "recordedMeaning": "DateSource"
      },
      "autoReason": "REJECT_ZERO_VARIANCE",
      "customHandlingCode": "",
      "customProcessorWantsMatrix": false,
      "sendToInput": "main"
    },
    "merchant_latitude": {
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      "missing_impute_with": "MEAN",
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      },
      "customHandlingCode": "",
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    },
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      },
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    "card_fico_score": {
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      },
      "customHandlingCode": "",
      "customProcessorWantsMatrix": false,
      "sendToInput": "main"
    },
    "merchant_id": {
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      "missing_impute_with": "MODE",
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      },
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      "sendToInput": "main"
    },
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      },
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      "customProcessorWantsMatrix": false,
      "sendToInput": "main"
    },
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      },
      "customHandlingCode": "",
      "customProcessorWantsMatrix": false,
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    },
    "dist_cardholder_merchant": {
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        "recordedMeaning": "USStateMeaning"
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    "purchase_date_parsed": {
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      "customHandlingCode": "",
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      },
      "customHandlingCode": "",
      "customProcessorWantsMatrix": false,
      "sendToInput": "main"
    },
    "card_age": {
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      "customHandlingCode": "",
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      "autoReason": "REJECT_IDENTIFIER",
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      "sendToInput": "main"
    },
    "purchase_year": {
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      "customProcessorWantsMatrix": false,
      "sendToInput": "main"
    },
    "card_first_active_month": {
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      },
      "customHandlingCode": "",
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    },
    "card_latitude": {
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      "customHandlingCode": "",
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    },
    "card_id": {
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      "customHandlingCode": "",
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    },
    "merchant_subsector_description": {
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}