Add wine type classifier
Browse files- feature_importances.json +14 -0
- metadata.json +31 -0
- model.pkl +3 -0
feature_importances.json
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{
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"fixed_acidity": 0.011216096291593433,
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"volatile_acidity": 0.022733954817831945,
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"citric_acid": 0.002625650838238,
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"residual_sugar": 0.0036831021517609356,
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"chlorides": 0.3125462863195496,
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"free_sulfur_dioxide": 0.002256796690168855,
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"total_sulfur_dioxide": 0.5806053706806034,
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"density": 0.033983885290608154,
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"pH": 0.012845647512315176,
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"sulphates": 0.013827989107109365,
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"alcohol": 0.0033643561589295143,
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"quality": 0.00031086414129171785
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}
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metadata.json
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{
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"model_type": "GradientBoostingClassifier",
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"sklearn_version": "1.8.0",
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"features": [
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"fixed_acidity",
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"volatile_acidity",
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"citric_acid",
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"residual_sugar",
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"chlorides",
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"free_sulfur_dioxide",
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"total_sulfur_dioxide",
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"density",
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"pH",
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"sulphates",
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"alcohol",
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"quality"
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],
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"target": "is_red",
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"labels": {
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"0": "White Wine",
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"1": "Red Wine"
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},
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"metrics": {
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"test_accuracy": 0.9923,
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"test_f1": 0.9949,
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"train_accuracy": 1.0
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},
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"dataset": "mstz/wine",
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"n_train": 5197,
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"n_test": 1300
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}
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model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:76a6fb618e4eb4a60d1a3f19bbabeacaa71df27df6c78d446913632c0eaa5e17
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size 401141
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