ggRandomForests (version 1.1.1)

mtcars_prtl: A randomForestSRC::plot.variable object.

Description

A randomForestSRC::plot.variable object.

format

randomForestSRC::plot.variable object for regression

References

Chambers, J. M., Cleveland, W. S., Kleiner, B. and Tukey, P. A. (1983) Graphical Methods for Data Analysis. Belmont, CA: Wadsworth.

Ishwaran H. and Kogalur U.B. (2014). Random Forests for Survival, Regression and Classification (RF-SRC), R package version 1.5.4.

Ishwaran H. and Kogalur U.B. (2007). Random survival forests for R. R News 7(2), 25-31.

Ishwaran H., Kogalur U.B., Blackstone E.H. and Lauer M.S. (2008). Random survival forests. Ann. Appl. Statist. 2(3), 841-860.

See Also

mtcars plot.variable rfsrc mtcars_rf gg_partial plot.gg_partial

Examples

## mtcars data
## Load the stored randomForestSRC object for mtcars
load(mtcars_rf, package="ggRandomForests)

# Save the "wt" and "hp" partial plot data
mtcars_prtl <- plot.variable(mtcars_rf,
                             xvar.names = c("wt", "hp"),
                             partial=TRUE, show.plots=FALSE)

# Generate a ggRandomForests plot.
gg_dta <- gg_partial(mtcars_prtl)
plot(gg_dta)