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