gen_friedman |
Friedman benchmark data |
list_metrics |
List metrics |
titanic |
Survival of Titanic passengers |
titanic_mice |
Survival of Titanic passengers |
vi |
Variable importance |
vi.default |
Variable importance |
vip |
Variable importance plots |
vip.default |
Variable importance plots |
vip.Learner |
Variable importance plots |
vip.model_fit |
Variable importance plots |
vip.workflow |
Variable importance plots |
vip.WrappedModel |
Variable importance plots |
vi_firm |
Variance-based variable importance |
vi_firm.default |
Variance-based variable importance |
vi_model |
Model-specific variable importance |
vi_model.C5.0 |
Model-specific variable importance |
vi_model.cforest |
Model-specific variable importance |
vi_model.constparty |
Model-specific variable importance |
vi_model.cubist |
Model-specific variable importance |
vi_model.cv.glmnet |
Model-specific variable importance |
vi_model.default |
Model-specific variable importance |
vi_model.earth |
Model-specific variable importance |
vi_model.gbm |
Model-specific variable importance |
vi_model.glmnet |
Model-specific variable importance |
vi_model.H2OBinomialModel |
Model-specific variable importance |
vi_model.H2OMultinomialModel |
Model-specific variable importance |
vi_model.H2ORegressionModel |
Model-specific variable importance |
vi_model.Learner |
Model-specific variable importance |
vi_model.lgb.Booster |
Model-specific variable importance |
vi_model.lm |
Model-specific variable importance |
vi_model.mixo_pls |
Model-specific variable importance |
vi_model.mixo_spls |
Model-specific variable importance |
vi_model.mlp |
Model-specific variable importance |
vi_model.ml_model_decision_tree_classification |
Model-specific variable importance |
vi_model.ml_model_decision_tree_regression |
Model-specific variable importance |
vi_model.ml_model_gbt_classification |
Model-specific variable importance |
vi_model.ml_model_gbt_regression |
Model-specific variable importance |
vi_model.ml_model_generalized_linear_regression |
Model-specific variable importance |
vi_model.ml_model_linear_regression |
Model-specific variable importance |
vi_model.ml_model_random_forest_classification |
Model-specific variable importance |
vi_model.ml_model_random_forest_regression |
Model-specific variable importance |
vi_model.model_fit |
Model-specific variable importance |
vi_model.mvr |
Model-specific variable importance |
vi_model.nn |
Model-specific variable importance |
vi_model.nnet |
Model-specific variable importance |
vi_model.RandomForest |
Model-specific variable importance |
vi_model.randomForest |
Model-specific variable importance |
vi_model.ranger |
Model-specific variable importance |
vi_model.rpart |
Model-specific variable importance |
vi_model.train |
Model-specific variable importance |
vi_model.workflow |
Model-specific variable importance |
vi_model.WrappedModel |
Model-specific variable importance |
vi_model.xgb.Booster |
Model-specific variable importance |
vi_permute |
Permutation-based variable importance |
vi_permute.default |
Permutation-based variable importance |
vi_shap |
SHAP-based variable importance |
vi_shap.default |
SHAP-based variable importance |