CCM (version 1.2)

Correlation Classification Method

Description

Classification method described in Dancik et al (2011) that classifies a sample according to the class with the maximum mean (or any other function of) correlation between the test and training samples with known classes.

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Version

Install

install.packages('CCM')

Version

1.2

License

GPL (>= 2)

Maintainer

Garrett M Dancik

Last Published

April 12th, 2018

Functions in CCM (1.2)

cor.by.class

Finds within class correlations

predict.CCM

Classification from a CCM correlation matrix

plot.CCM

Plot CCM correlations

CCM-package

Correlation classification method (CCM)

create.CCM

Creates a CCM correlation matrix

data.gender

Sample gene expression and gender data

data.expr

Sample gene expression and gender data