| 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 |
| LL | LL: Log-likelihood function |
| preds | Predictions from gbm on the Sonar test data |
| predsc | Predictions from gbm and random forest on the Sonar test data |
| Sonar | Sonar data |