API for MLwrap
Machine Learning Modelling for Everyone
| Global functions | |
|---|---|
| %>% | Man page |
| .onAttach | Source code |
| IntGrad_bin | Source code |
| IntGrad_calc | Source code |
| IntGrad_mul | Source code |
| IntGrad_reg | Source code |
| binarize_class | Source code |
| build_model | Man page Source code |
| check_args_build_model | Source code |
| check_args_classification_plot | Source code |
| check_args_evaluate_model | Source code |
| check_args_fine_tuning | Source code |
| check_args_list | Source code |
| check_args_preprocessing | Source code |
| check_args_regression_plot | Source code |
| check_args_sensitivity_analysis | Source code |
| check_boolean | Source code |
| convert_to_metric | Source code |
| create_metric_function | Source code |
| create_metric_set | Source code |
| create_nn | Source code |
| create_rf | Source code |
| create_svm_linear | Source code |
| create_svm_poly | Source code |
| create_svm_rbf | Source code |
| create_workflow | Source code |
| create_xgboost | Source code |
| evaluate_model | Source code |
| extract_hyperparams | Source code |
| fine_tuning | Man page Source code |
| generate_all_metrics | Source code |
| get_predictions | Source code |
| get_predictions_binary | Source code |
| get_predictions_multiclass | Source code |
| get_predictions_regression | Source code |
| graph_nn | Source code |
| hyperparams_grid | Source code |
| olden_barplot | Source code |
| olden_bin | Source code |
| olden_calc | Source code |
| olden_mul | Source code |
| olden_reg | Source code |
| one_hot_predictors | Source code |
| pfi_bin | Source code |
| pfi_calc | Source code |
| pfi_multiclass | Source code |
| pfi_plot | Source code |
| pfi_reg | Source code |
| plot2 | Source code |
| plot_barplot | Source code |
| plot_beeswarm | Source code |
| plot_boxplot | Source code |
| plot_calibration_curve | Man page Source code |
| plot_calibration_curve_binary | Source code |
| plot_conf_mat | Source code |
| plot_confusion_matrix | Man page Source code |
| plot_dist_probs_binary | Source code |
| plot_dist_probs_multiclass | Source code |
| plot_distribution_by_class | Man page Source code |
| plot_gain_curve | Man page Source code |
| plot_gain_curve_binary | Source code |
| plot_gain_curve_multiclass | Source code |
| plot_graph_nn | Man page Source code |
| plot_integrated_gradients | Man page Source code |
| plot_lift_curve | Man page Source code |
| plot_lift_curve_binary | Source code |
| plot_lift_curve_multiclass | Source code |
| plot_loss_curve | Man page Source code |
| plot_olden | Man page Source code |
| plot_pfi | Man page Source code |
| plot_pr_curve | Man page Source code |
| plot_pr_curve_binary | Source code |
| plot_pr_curve_multiclass | Source code |
| plot_residuals_density | Source code |
| plot_residuals_distribution | Man page Source code |
| plot_roc_curve | Man page Source code |
| plot_roc_curve_binary | Source code |
| plot_roc_curve_multiclass | Source code |
| plot_scatter | Source code |
| plot_scatter_predictions | Man page Source code |
| plot_scatter_residuals | Man page Source code |
| plot_shap | Man page Source code |
| plot_sobol_jansen | Man page Source code |
| plot_tuning_results | Man page Source code |
| pred_bin | Source code |
| pred_bin_class | Source code |
| pred_reg | Source code |
| preprocessing | Man page Source code |
| sensitivity_analysis | Man page Source code |
| shap_bin | Source code |
| shap_calc | Source code |
| shap_mul | Source code |
| shap_reg | Source code |
| sim_data | Man page |
| sobol_calc | Source code |
| sobol_plot | Source code |
| split_data | Source code |
| standarize_predictors | Source code |
| subset_data | Source code |
| summarize_importance | Source code |
| summary.AnalysisObject | Source code |
| summary_binary | Source code |
| summary_multiclass_average | Source code |
| summary_multiclass_per_class | Source code |
| summary_regression | Source code |
| summary_results | Source code |
| table_best_hyperparameters | Man page Source code |
| table_evaluation_results | Man page Source code |
| table_integrated_gradients_results | Man page Source code |
| table_olden_results | Man page Source code |
| table_pfi_results | Man page Source code |
| table_shap_results | Man page Source code |
| table_sobol_jansen_results | Man page Source code |
| tune_models | Source code |
| tune_models_bayesian | Source code |
| tune_models_grid_search_cv | Source code |
| tuning_results | Source code |
