LL                      LL: Log-likelihood function
Sonar                   Sonar data
brier_score             brier_score: A Brier score function
evalm                   evalm: Evaluate Machine Learning Models in R
fit                     Random forest fitted object from Caret on Sonar
                        data
fit1                    Random forest fitted object from Caret on Sonar
                        data
fit2                    Gradient boosted machines fitted object from
                        Caret on Sonar data
fit3                    Random forest fitted object from Caret on Sonar
                        data with log-likelihood objective function
im_fit                  Random forest fitted object from Caret on
                        simulated imbalanced data
preds                   Predictions from gbm on the Sonar test data
predsc                  Predictions from gbm and random forest on the
                        Sonar test data
