Upload trained pipeline, metadata, and README from Colab
Browse files- README.md +8 -0
- best_pipeline.joblib +3 -0
- metadata.json +19 -0
README.md
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# tourism-package-model
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Model trained with GridSearchCV on dataset: keerthas/tourism-dataset
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Best params: {'model__max_depth': None, 'model__min_samples_split': 2, 'model__n_estimators': 200}
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Train metrics: {'accuracy': 1.0, 'precision': 1.0, 'recall': 1.0, 'f1': 1.0}
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Test metrics: {'accuracy': 0.8825665859564165, 'precision': 0.8820990173796919, 'recall': 0.8825665859564165, 'f1': 0.8670107189376657}
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Saved artifact: best_pipeline.joblib (joblib.load to load)
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best_pipeline.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:a9983f987e84d08a29de8d5b0aeef109531deaefc7e58acc661f611dc3d896b4
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size 15276347
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metadata.json
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{
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"best_params": {
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"model__max_depth": null,
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"model__min_samples_split": 2,
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"model__n_estimators": 200
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},
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"train_metrics": {
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"accuracy": 1.0,
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"precision": 1.0,
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"recall": 1.0,
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"f1": 1.0
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},
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"test_metrics": {
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"accuracy": 0.8825665859564165,
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"precision": 0.8820990173796919,
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"recall": 0.8825665859564165,
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"f1": 0.8670107189376657
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}
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}
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