| resampleHist {caret} | R Documentation |
Create a lattice histogram or densityplot from the resampled outcomes from a train object.
resampleHist(object, type = "density", ...)
object |
an object resulting form a call to train |
type |
a character string. Either "hist" or "density" |
... |
options to pass to histogram or densityplot |
All the metrics from the object are plotted, but only for the final model. For more comprehensive plots functions, see histogram.train, densityplot.train, xyplot.train, stripplot.train.
For the the plot to be made, the returnResamp argument in trainControl should be either "final" or "all".
a object of class trellis
Max Kuhn
train, histogram, densityplot, histogram.train, densityplot.train, xyplot.train, stripplot.train
data(iris) TrainData <- iris[,1:4] TrainClasses <- iris[,5] knnFit <- train(TrainData, TrainClasses, "knn") resampleHist(knnFit)