Variable Importance Plots


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Documentation for package ‘vip’ version 0.1.3

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add_sparklines Add sparklines
add_sparklines.vi Add sparklines
list_metrics List metrics
vi Variable importance
vi.default Variable importance
vint Interaction Effects
vip Variable Importance Plots
vip.default Variable Importance Plots
vi_ice ICE-Based Variable Importance
vi_ice.default ICE-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.lm 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.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.xgb.Booster Model-specific variable importance
vi_pdp PDP-Based Variable Importance
vi_pdp.default PDP-Based Variable Importance
vi_permute Permutation-Based Variable Importance
vi_permute.default Permutation-Based Variable Importance