Description Usage Arguments Details See Also Examples
Generates a general overview of the characteristics of the Subcascades object.
1 2 |
object |
A Subcascades object as it is returned by |
includeClassSummary |
Boolean indicating if the occurrence of classes by size should be included in the summary. |
digits |
Integer defining the number of decimal places as it is used in the |
... |
Further arguments passed from other methods. |
This function gives a general overview of characteristics of the Subcascades object, like number of cascades or maximal cascade length.
subcascades
, summary.PredictionMap
, summary.Groupwise
, summary.Conf
, summary.ConfusionTable
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 | 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,numSol=10000)
summary(subc)
|
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