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Browse files- README.md +16 -0
- random_forest_model.joblib +3 -0
- requirements.txt +3 -0
README.md
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# Random Forest Regression Model
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This model is a Random Forest Regressor trained with scikit-learn.
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## Model Details
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- **Model Type**: Random Forest Regressor
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- **Parameters**:
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- n_estimators: 100
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- random_state: 42
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- n_jobs: -1
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## Performance Metrics
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- MAE: 458.6333
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- MSE: 45002048.4105
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- RMSE: 6708.3566
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- R² Score: 0.7975
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random_forest_model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:5bb3a7395d94118ebff3eeda97ecfabcecc93dce5d4077a70c8ce7bbb929d935
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size 718863795
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requirements.txt
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scikit-learn>=1.0.0
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numpy>=1.20.0
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joblib>=1.0.0
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