- Built on top of
caret's model list - Automatically models, hyper-parameters tuning using re-sampling.
- Support classifcation, regression and survival
- A range of performance measures built-in but customized measures are supported
- Fit the best and predict on new data directly from the tuned object
- Re-sample to estimate performance of the whole procedures
- Multiple parallel strategies supported