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Browse files- metadata.json +36 -0
metadata.json
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{
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"model": "GradientBoostingRegressor",
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"task": "regression",
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"dataset": "diabetes",
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"n_estimators": 200,
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"learning_rate": 0.1,
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"features": [
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"age",
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"sex",
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"bmi",
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"bp",
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"s1",
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"s2",
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"s3",
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"s4",
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"s5",
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"s6"
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],
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"metrics": {
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"test_mae": 44.8,
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"test_r2": 0.4366,
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"cv_r2_5fold": 0.3543
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},
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"feature_importances": {
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"age": 0.0559,
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"sex": 0.0122,
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"bmi": 0.3688,
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"bp": 0.0869,
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"s1": 0.0474,
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"s2": 0.0763,
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"s3": 0.0392,
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"s4": 0.0277,
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"s5": 0.236,
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"s6": 0.0495
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}
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}
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