R: Build Summary Data For Method RandomForest

yaiRFsummary {yaImpute}

R Documentation

Build Summary Data For Method RandomForest

Description

When method randomforest is used to build a yai object, the randomForest package computes several statistics. This function summarizes some of them, including the variable importance scores computed by function yaiVarImp.

Usage

yaiRFsummary(object, nTop=0)

Arguments

`object`	an object of class `yai`.
`nTop`	the `nTop` most important variables are plotted (returned).

Value

A list containing:

`forestAttributes`	a data frame reporting the error rates and other data from the randomForest(s).
`scaledImportance`	the data frame computed by `yaiVarImp`.

Author(s)