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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