print.Conf: Prints all details about a Conf object.

In ORION: Ordinal Relations

Description

Prints all details about a Conf object.

Usage

## S3 method for class 'Conf'
print(x, printfC = TRUE, printsC = TRUE, ...)

Arguments

x	A Conf object as it is returned by conf-function.
printfC	If TRUE, the sensitivities of the first classes are printed (TP = true positives).
printsC	If TRUE, the values of sC are printed (TN = true negatives). The values of sC correspond to the rate of samples of a given class (column), which are assigned to the second class of the base classifier (row).
...	Further parameters

Details

Prints all details about a given Conf object. A Conf object provides the conditional prediction rates of all base classifiers applied to all classes.

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')

conf = conf(predMap)

print(conf)

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