Man pages for ModelOriented/DALEXtra
Extension for 'DALEX' Package
| champion_challenger | Compare machine learning models |
| create_env | Create your conda virtual env with DALEX |
| dalex_load_explainer | DALEX load explainer |
| explain_h2o | Create explainer from your h2o model |
| explain_keras | Wrapper for Python Keras Models |
| explain_mlr | Create explainer from your mlr model |
| explain_mlr3 | Create explainer from your mlr model |
| explain_scikitlearn | Wrapper for Python Scikit-Learn Models |
| explain_tidymodels | Create explainer from your tidymodels workflow. |
| explain_xgboost | Create explainer from your xgboost model |
| funnel_measure | Caluculate difference in performance in models across... |
| model_info | Exract info from model |
| overall_comparison | Compare champion with challengers globally |
| plot.funnel_measure | Funnel plot for difference in measures |
| plot.overall_comparison | Plot function for overall_comparison |
| plot.trainig_test_comparison | Plot and compare performance of model between training and... |
| predict_surrogate | Instance Level Surrogate Models |
| print.funnel_measure | Print funnel_measure object |
| print.overall_comparison | Print overall_comparison object |
| print.scikitlearn_set | Prints scikitlearn_set class |
| print.training_test_comparison | Print funnel_measure object |
| trainig_test_comparison | Compare performance of model between training and test set |
| yhat | Wrapper over the predict function |
