Summary of 6_Default_RandomForest

<< Go back

Random Forest

Validation

Optimized metric

rmse

Training time

22.9 seconds

Metric details:

Metric Score
MAE 3.89078
MSE 47.6168
RMSE 6.90049
R2 0.970144

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

<< Go back