Ranking {SuRF.vs}

Ranking

Description

This function is to rank the variables after B subsampings;It also removes the highly correlated variables from lower level

Usage

Ranking(data, model)

Arguments

data

the data object return from the dataclean function (the last column is the outcome)

model

model object from sub-sampling procedure

Value

table: a table shows the ranked variable list with its frequency (descending order)

Beta: coefficients flag (1 or 0) indicating if the variable is selected; intercept is not included;