| .final.model {StabPerf} | R Documentation |
Performs sampling based on full data, chooses the best model, and saves it.
.final.model(output, selectors, classifiers, predictors)
output |
The directory were checkpoints are saved. |
selectors |
A list of expressions, each element describing a feature-selector. |
classifiers |
A list of expressions, each element describing a classifiers. |
predictors |
A list of expressions, each element describing the corresponding predictor to a classifier. |
Creates the necessary jobs without cross-validation and computes them. Scores the finished checkpoints and saves the best model to modelfile.
Invisible |
pipeline, best.model, .save.model, .job.queue
.final.model(output=file.path(getOption("edaprakt.tmpdir"), "checkpoints"), selectors, classifiers, predictors)