Mapping ML Scores to Calibrated Predictions
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Documentation for package ‘CalibratR’ version 0.1.2
Help Pages
| BBQ_CV | BBQ_CV |
| binom_for_histogram | binom_for_histogram |
| build_BBQ | build_BBQ |
| build_GUESS | build_GUESS |
| build_hist_binning | build_hist_binning |
| calibrate | calibrate |
| calibrate_me | calibrate_me |
| calibrate_me_CV_errors | calibrate_me_CV_errors |
| compare_models_visual | compare_models_visual |
| evaluate_discrimination | evaluate_discrimination |
| example | example |
| format_values | format_values |
| getECE | getECE |
| getMCE | getMCE |
| getRMSE | getRMSE |
| get_Brier_score | get_Brier_score |
| get_CLE_class | get_CLE_class |
| get_CLE_comparison | get_CLE_comparison |
| get_ECE_equal_width | get_ECE_equal_width |
| get_MCE_equal_width | get_MCE_equal_width |
| GUESS_CV | GUESS_CV |
| hist_binning_CV | hist_binning_CV |
| plot_class_distributions | plot_class_distributions |
| plot_model | plot_model |
| predict_BBQ | predict_BBQ |
| predict_calibratR | predict_calibratR |
| predict_GUESS | predict_GUESS |
| predict_hist_binning | predict_hist_binning |
| predict_model | predict_model |
| rd_multiple_runs | rd_multiple_runs |
| reliability_diagramm | reliability_diagramm |
| scale_me | scale_me |
| statistics_calibratR | statistics_calibratR |
| transform_me | transform_me |
| uncalibrated_CV | uncalibrated_CV |
| visualize_calibrated_test_set | visualize_calibrated_test_set |
| visualize_calibratR | visualize_calibratR |
| visualize_distribution | visualize_distribution |
| visualize_error_boxplot | visualize_error_boxplot |