lazyML: Automatic machine learning algorithms selection and...

Description Details

Description

This package is built upon the caret package my Max Kuhn, with auto algorithm selection and hyper-parameter optimization.

Details

The package is designed to use a single call to mpTune to get model selection and hyper-parameter optimization done at once, with optional parallel choice. Other possible usage is to first use createCVFolds to create cross validation folds, and use multiple calls to mpTune with different models using 'qsub', and use combine.mpTune to combine all the results.


linxihui/lazyML documentation built on May 21, 2019, 6:39 a.m.