summary.Groupwise: Overview Class Groups

In ORION: Ordinal Relations

Description

summary.Groupwise returns a summarizing overview. For each length the number of permutations consisting of the same set of classes is given.

Usage

## S3 method for class 'Groupwise'
summary(object = NULL, ...)

Arguments

object	A Groupwise object as it is returned by groupwise-function.
...	Further arguments passed from other methods.

Details

This function gives an overview of the characteristics of the Groupwise object. The number of permutations per size is given. A permutation means that the corresponding cascades contain the same classes but with different order.

See Also

groupwise, summary.PredictionMap, summary.Subcascades, summary.Conf, summary.ConfusionTable

Examples

library(TunePareto)
data(esl)
data = esl$data
labels = esl$labels
foldList = generateCVRuns(labels  = labels,
                          ntimes      = 2,
                          nfold       = 2,
                          leaveOneOut = FALSE,
                          stratified  = TRUE)
predMap = predictionMap(data, labels, foldList = foldList, 
                       classifier = tunePareto.svm(), kernel='linear')
# generate Subcascades object
subc = subcascades(predMap,thresh=0.7)
groupwise = groupwise(subc,maxCl=50)

summary(groupwise)

ORION documentation built on Feb. 7, 2022, 5:15 p.m.