Ch4: Over-Fitting and Model Tuning
Resampling methods in caret package:
- boot: bootstrap
- boot632: 0.632 bootstrap
- cv: cross validation
- repeatedcv: repeated cross validation
- LOOCV: leave-one-out cross validation
- LGOCV: leave-group-out cross validation (Monte Carlo cross validation)
- oob: out-of-bag estimation