CCM: Correlation classification method (CCM)

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Classification method 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.

Author
Garrett M. Dancik and Yuanbin Ru
Date of publication
2013-12-10 11:10:46
Maintainer
Garrett M. Dancik <dancikg@easternct.edu>
License
GPL (>= 2)
Version
1.1

View on CRAN

Man pages

CCM-package
Correlation classification method (CCM)
cor.by.class
Finds within class correlations
create.CCM
Creates a CCM correlation matrix
data.expr
Sample gene expression and gender data
data.gender
Sample gene expression and gender data
plot.CCM
Plot CCM correlations
predict.CCM
Classification from a CCM correlation matrix

Files in this package

CCM
CCM/NAMESPACE
CCM/data
CCM/data/data.gender.rda
CCM/data/data.expr.rda
CCM/R
CCM/R/plot.cors.R
CCM/R/predict.CCM.R
CCM/R/create.CCM.R
CCM/R/cor.by.class.R
CCM/MD5
CCM/DESCRIPTION
CCM/man
CCM/man/plot.CCM.Rd
CCM/man/predict.CCM.Rd
CCM/man/create.CCM.Rd
CCM/man/data.expr.Rd
CCM/man/cor.by.class.Rd
CCM/man/data.gender.Rd
CCM/man/CCM-package.Rd
CCM/CHANGES