importFrom magrittr "
1 2 3 | MLSelection(data_object, partition_style = "random", folds = 3,
repeats = 10, algorithms = "all", data_sources = "all",
single_source = NULL)
|
data_object |
argument is the output produced by as.MLinput, which contains a single x data frame or a list of x data frames, a y data frames and attributes |
partition_style |
one of 'random' or 'paired' (character string) indicating type of partition |
folds |
integer of k for k-fold cross validation |
repeats |
integer of number of iterations to repeat cross validation |
algorithms |
either 'all', or one of 'rf', 'svm', 'nb', 'knn'. May also include a vector combination of the latter (e.g. c('rf','svm')) |
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