caret (version 2.27)

resampleHist: Plot the resampling distribution of the model statistics

Description

Create a lattice histogram or densityplot from the resampled outcomes from a train object.

Usage

resampleHist(object, type = "density", ...)

Arguments

object

an object resulting form a call to train

type

a character string. Either "hist" or "density"

...

options to pass to histogram or densityplot

Value

• a object of class trellis

Details

All the metrics from the object are plotted.

See Also

train, histogram, densityplot

Examples

data(iris)
TrainData <- iris[,1:4]
TrainClasses <- iris[,5]

knnFit <- train(TrainData, TrainClasses, "knn")

resampleHist(knnFit)