search for: nprune

Like earth can be trained simultaneously for degree and nprune, is there a way to train ctree simultaneously for mincriterion and maxdepth? Also, I notice there are separate methods ctree and ctree2, and if both options are attempted to tune with one method, the summary averages the option it doesn't support. The full log is attached, and notice these...

...scellaneous functions. In the new versions: - The elasticnet and the lasso (from the enet package) have been added - mars and fda models are now fit using the earth package. Instead of using nk as a tuning parameter, these models now use the default nk from the training set and tunes over nprune. This mimics the process used by earth/mars/fda more closely. - A bug was fixed with leave-one-out cross-validation. - For some models, the calculations in the train function are much more efficient. Wherever possible, caret tries to avoid re-fitting models if it can get predictions from su...

...scellaneous functions. In the new versions: - The elasticnet and the lasso (from the enet package) have been added - mars and fda models are now fit using the earth package. Instead of using nk as a tuning parameter, these models now use the default nk from the training set and tunes over nprune. This mimics the process used by earth/mars/fda more closely. - A bug was fixed with leave-one-out cross-validation. - For some models, the calculations in the train function are much more efficient. Wherever possible, caret tries to avoid re-fitting models if it can get predictions from su...