scmamp (version 0.2.55)

plotCD: Critical difference plot

Description

This function plots the critical difference plots shown in Demsar (2006)

Usage

plotCD(results.matrix, alpha = 0.05, cex = 0.75, ...)

Arguments

results.matrix

Matrix or data frame with the results for each algorithm

alpha

Significance level to get the critical difference. By default this value is 0.05

cex

Numeric value to control the size of the font. By default it is set at 0.75.

...

Additional arguments for rankMatrix

References

Demsar, J. (2006) Statistical Comparisons of Classifiers over Multiple Data Sets. Journal of Machine Learning Research, 7, 1-30.

See Also

drawAlgorithmGraph, plotRanking, plotPvalues

Examples

data(data_gh_2008)
plotCD(data.gh.2008, alpha=0.01)