R/pkgname.R

In linxihui/lazyML: Automatic machine learning algorithms and hyper-parameters selection

#' Automatic machine learning algorithms selection and hyper-parameters optimization.
#'
#' 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 \code{\link{mpTune}} to get model selection and hyper-parameter optimization done at once,
#' with optional parallel choice. Other possible usage is to first use \code{\link{createCVFolds}} to create cross validation folds, and use
#' multiple calls to \code{\link{mpTune}} with different models using 'qsub', and use \code{\link{combine.mpTune}} to combine all the results.
#'
#' @docType package
#' @name lazyML
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# @importFrom caret checkInstall probFunction predictionFunction

#' @importFrom parallel mclapply parLapply parLapplyLB
#' @import caret
#' @import foreach
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