Summary of 3_Linear
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Linear Regression (Linear)
Validation
- validation_type: split
- train_ratio: 0.75
- shuffle: True
Optimized metric
rmse
Training time
5.7 seconds
Metric details:
Metric |
Score |
MAE |
21.8721 |
MSE |
1571.2 |
RMSE |
39.6384 |
R2 |
0.634245 |
Learning curves
Permutation-based Importance
SHAP Importance
SHAP Dependence plots
Dependence (Fold 1)
SHAP Decision plots
Top-10 Worst decisions (Fold 1)
Top-10 Best decisions (Fold 1)
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