yaiRFsummary: Build Summary Data For Method RandomForest

Description Usage Arguments Value Author(s) See Also

View source: R/yaiRFsummary.R

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

1
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)

Nicholas L. Crookston [email protected]
Andrew O. Finley [email protected]

See Also

yai, yaiVarImp


yaImpute documentation built on Dec. 27, 2018, 3 a.m.