regVarImp {fscaret}

regVarImp

Description

The function uses the caret package advantage to perform fitting of numerous regression models.

Usage

regVarImp(model, xTrain, yTrain, xTest,
	  fitControl, myTimeLimit, no.cores,
	  lk_col, supress.output)

Arguments

model

Chosed models as called from function fscaret(), argument Used.funcRegPred.

xTrain

Training data set, data frame of input vector

yTrain

Training data set, vector of observed outputs

xTest

Testing data set, data frame of input vector

fitControl

Fitting controls passed to caret function

myTimeLimit

Time limit in seconds for single model fitting

no.cores

Number of used cores for calculations

lk_col

Number of columns for whole data set (inputs + output)

supress.output

If TRUE output of models are supressed.

Author(s)

Jakub Szlek and Aleksander Mendyk

References

Kuhn M. (2008) Building Predictive Models in R Using the caret Package Journal of Statistical Software 28(5) http://www.jstatsoft.org/.