| best.model {StabPerf} | R Documentation |
Scores the sampled feature-selectors and feature-selector/classifier-combination to find the best model.
best.model(fold, checkpointdir=file.path(getOption("edaprakt.tmpdir"), "checkpoints"))
fold |
Numeric. The fold that is assessed. Use cv=0 if the full dataset shall be analysed. |
checkpointdir |
Character. The directory with the calculated checkpoints that are used for assessment. |
Internally calls 'best.models(fold, checkpointdir, 1) and rearranges the output.
best |
List. A list with the entries score, selector and classifier. The selector and classifier are indices of the global list. |
best.models, feature.stability.score, accuracy
best <- best.model(fold=0)