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XGBoost Regression Model
This model is an XGBoost Regressor trained with GPU acceleration.
Model Details
- Model Type: XGBoost Regressor
- Best Parameters:
- colsample_bytree: 1
- learning_rate: 0.1
- max_depth: 3
- n_estimators: 300
- subsample: 1
Performance Metrics
- MAE: 637.8083
- MSE: 33597596.0758
- RMSE: 5796.3433
- R² Score: 0.8488
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