resampleHist
From caret v4.25
by Max Kuhn
Plot the resampling distribution of the model statistics
Create a lattice histogram or densityplot from the resampled outcomes from a train object.
- Keywords
- hplot
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
Details
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".
Value
- a object of class
trellis
See Also
train, histogram, densityplot, histogram.train, densityplot.train, xyplot.train, stripplot.train
Examples
data(iris)
TrainData <- iris[,1:4]
TrainClasses <- iris[,5]
knnFit <- train(TrainData, TrainClasses, "knn")
resampleHist(knnFit)Community examples
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