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WilcoxCV (version 1.0-2)

Wilcoxon-based variable selection in cross-validation

Description

This package provides functions to perform fast variable selection based on the Wilcoxon rank sum test in the cross-validation or Monte-Carlo cross-validation settings, for use in microarray-based binary classification.

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Version

Install

install.packages('WilcoxCV')

Monthly Downloads

31

Version

1.0-2

License

GPL (>= 2)

Last Published

October 29th, 2012

Functions in WilcoxCV (1.0-2)

generate.split

Generating random splittings into learning and test data sets
generate.cv

Generating groups for cross-validation
wilcox.selection.split

Wilcoxon-based variable selection in cross-validation (CV) and Monte-Carlo cross-validation (MCCV)
wilcox.split

Wilcoxon rank sum statistic in cross-validation (CV) and Monte-Carlo cross-validation (MCCV)
WilcoxCV-internal

Internal WilcoxCV Functions