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Feature Selector (version 1.0)

Select input data file:

input .RData file

Select Sampling Method for imbalanced data:

Defualt is with No sampling. you may choose downsample or upsample

Select appropriate function for algorithm:

Select correlation cutoff:

values bewteen 0-1. fileds above cufoff value removed from data

Select appropriate resampling method:

Set Number of times to repeat:

default is 3

Set Number of times Resample:

default is 10

RFE based feature selection for classification and regression

Input file must be RData file obtained by converting csv file in to RData.

output "Selected_feature.RData" file used for model building purpose.While profile

represents feature selection model.

Correlation cutoff value is desired for choosing independent variables For example

Cutoff value = 0.8 removes all descriptors sharing equal or highet correlation values.

User may choose varous resampling methods in combination with repeats and times of resample.