Summary of 2_DecisionTree

<< Go back

Decision Tree

Validation

Optimized metric

rmse

Training time

9.4 seconds

Metric details:

Metric Score
MAE 8.87026
MSE 152.041
RMSE 12.3305
R2 0.366747

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