Summary of 3_Linear

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Linear Regression (Linear)

Validation

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

Learning curves

Permutation-based Importance

Permutation-based Importance

SHAP Importance

SHAP Importance

SHAP Dependence plots

Dependence (Fold 1)

SHAP Dependence from Fold 1

SHAP Decision plots

Top-10 Worst decisions (Fold 1)

SHAP worst decisions from fold 1

Top-10 Best decisions (Fold 1)

SHAP best decisions from fold 1

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