keerthas commited on
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Upload trained pipeline, metadata, and README from Colab

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  1. README.md +8 -0
  2. best_pipeline.joblib +3 -0
  3. metadata.json +19 -0
README.md ADDED
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+ # tourism-package-model
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+
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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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+
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+ Saved artifact: best_pipeline.joblib (joblib.load to load)
best_pipeline.joblib ADDED
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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
metadata.json ADDED
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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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+ }