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  1. README.md +16 -0
  2. random_forest_model.joblib +3 -0
  3. requirements.txt +3 -0
README.md ADDED
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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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+
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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
random_forest_model.joblib ADDED
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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
requirements.txt ADDED
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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