# Variable Importance Plots

## Documentation for package ‘vip’ version 0.2.2

- DESCRIPTION file.

## Help Pages

add_sparklines | Add sparklines
add_sparklines.vi | Add sparklines
gen_friedman | Friedman benchmark data
get_formula | Extract model formula
list_metrics | List metrics
metric_accuracy | Model metrics
metric_auc | Model metrics
metric_error | Model metrics
metric_logLoss | Model metrics
metric_mae | Model metrics
metric_mauc | Model metrics
metric_mse | Model metrics
metric_rmse | Model metrics
metric_rsquared | Model metrics
metric_sse | Model metrics
vi | Variable importance
vi.default | Variable importance
vi.Learner | Variable importance
vi.model_fit | Variable importance
vi.WrappedModel | Variable importance
vint | Interaction effects
vip | Variable importance plots
vip.default | Variable importance plots
vip.model_fit | Variable importance plots
vi_firm | Variance-based variable importance
vi_firm.default | Variance-based variable importance
vi_ice | Deprecated
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.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.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.WrappedModel | Model-specific variable importance
vi_model.xgb.Booster | Model-specific variable importance
vi_pdp | Deprecated
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