regVarImp

0th

Percentile

regVarImp

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

Keywords
models, robust
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.

References

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

Aliases
  • regVarImp
Documentation reproduced from package fscaret, version 0.9.4.4, License: GPL-2 | GPL-3

Community examples

Looks like there are no examples yet.