| auc | Calculate the area under the curve of various plots including... |
| boot_diff | Calculate the bootstrapped empiric two-sided p-value and... |
| brier | Calculate the Brier Score for predicted probabilities against... |
| bs_ci | Calculate the bias-corrected, basic bootstrapped confidence... |
| bvd | Decompose the prediction error (mean-squared error) into bias... |
| calib_plot | Produce a calibration plot for a set of predicted... |
| calib_plot_c | Produce a calibration plot for a set of predicted and... |
| cstat | Calculate the C-statistic for predicted probabilities against... |
| ent | Calculate the mean Shannon entropy for the predicted... |
| fnc | Calculate the false negative count of a vector of predicted... |
| fpc | Calculate the false positive count of a vector of predicted... |
| fscore | Calculate the F Score for predicted probabilities against a... |
| ici | Calculate the integrated calibration index (ICI) for... |
| lloss | Calculate the Log Lossfor predicted probabilities against a... |
| make_perf_df | Take a list of performance metrics and return the observed... |
| mc_brier | Calculate the multiclass Brier Score for predicted... |
| mc_calib_plot | Produce a calibration plot for a set of predicted... |
| mc_lloss | Calculate the multiclass logarithmic loss for predicted... |
| mc_pr_plot | Produce a precision-recall plot for a set of predicted... |
| mc_sbrier | Calculate the multiclass scaled Brier Score for predicted... |
| micro_avg | Calculate the micro-averaged performance of some measure... |
| mse | Calculate the mean-squared error for predicted vs observed... |
| nb | Calculate the net benefit of a model at a given probability... |
| nb_plot | Produce a net benefit plot for a set of predicted... |
| npv | Calculate the Negative Predictive Value for predicted... |
| ocp | Calculate the optimism-corrected performance of a model using... |
| ohe | One-hot encodes a single data.frame column or vector |
| ohe.df | One-hot encodes all categorical variables in a data.frame |
| ppv | Calculate the Positive Predictive Value for predicted... |
| prg_plot | Produce a precision-recall Gain plot for a set of predicted... |
| pr_plot | Produce a precision-recall plot for a set of predicted... |
| roc_plot | Produce a receiver operator characteristic plot for a set of... |
| rsq | Calculate the R^2 of a model for predicted probabilities... |
| sbrier | Calculate the Scaled Brier Score for predicted probabilities... |
| sens | Calculate the Sensitivity for predicted probabilities against... |
| spec | Calculate the Specificity for predicted probabilities against... |
| stat_calib | The calib geom is used to create a calibration plot. The... |
| thresh_plot | Produce a precision-recall plot for a set of predicted... |
| tnc | Calculate the true negative count of a vector of predicted... |
| tpc | Calculate the true positive count of a vector of predicted... |
| zol | Calculate the zero-one loss (i.e. 1 - accuracy) for predicted... |
