rfPermute: plotInbag – R documentation

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plotInbag

Plot inbag distribution

Description

Plot distribution of sample inbag rates

Usage

plotInbag(rf, sampsize = NULL, bins = 20, plot = TRUE)

Arguments

`rf`	an object inheriting from `randomForest`.
`sampsize`	optional vector of sample sizes used in `rf` model.
`bins`	number of bins in histogram.
`plot`	display the plot?

Value

the ggplot2 object is invisibly returned. The red vertical lines mark the expected values for the classes in the model based on their frequency and sample sizes.

Author(s)

Eric Archer eric.archer@noaa.gov

Examples

data(mtcars)

rf <- randomForest(factor(am) ~ ., mtcars)
plotInbag(rf)

rfPermute

Estimate Permutation p-Values for Random Forest Importance Metrics

v2.1.81

GPL (>= 2)

Authors

Eric Archer [aut, cre]

Initial release