rf_multi: Wrapper for RF Boruta bootstrapping.

Description Usage Arguments Details Value Author(s) References See Also Examples

View source: R/bs_methods.R

Description

Wrapper for RF Boruta bootstrapping.

Usage

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rf_multi(X, datX, maxRuns = 500, seed = 123, bstr = 100,
		ntree=500, localImp=TRUE, rfimportance="MeanDecreaseGini",
		fs.method="rf_boruta")

Arguments

X

List of grouping factors.

datX

Data matrix.

maxRuns

Boruta argument.

seed

Random seed.

bstr

Number of bootstrap iterations.

ntree

Number of trees for randomForest call.

localImp

LocalImportance in randomForest call.

rfimportance

Which measure to use for variable selection in the randomForest call. Either MeanDecreaseGini or MeanDecreaseAccuracy.

fs.method

Which method is used, either rf_boruta for Boruta selection or rf for default randomForest.

Details

An internal function, which is usually not called directly.

Value

List with two elements: bres holding the bootstrap fits and selprobes holding the selected features for each bootstrapping run.

Author(s)

Christian Bender

References

Todo.

See Also

Todo.

Examples

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## Not run: 
#Todo.

## End(Not run)

bootfs documentation built on May 21, 2017, 2:49 a.m.

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