Description Usage Arguments Author(s) References
The function uses the caret package advantage to perform fitting of numerous classification models.
1 2 3 | classVarImp(model, xTrain, yTrain, xTest,
fitControl, myTimeLimit, no.cores,
lk_col, supress.output)
|
model |
Chosed models as called from function fscaret(), argument Used.funcClassPred. |
xTrain |
Training data set, data frame of input vector |
yTrain |
Training data set, vector of observed outputs, must be in binary form 0/1. |
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. |
Jakub Szlek and Aleksander Mendyk
Kuhn M. (2008) Building Predictive Models in R Using the caret Package Journal of Statistical Software 28(5) http://www.jstatsoft.org/.
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