smote.exsTPhi: Generate synthetic cases for smoteTPhi

In nunompmoniz/rewind: REsampling With Implicit DepeNDencies

Description

The result of the function is a (N-1)*nrow(data) set of synthetically generated examples with rare values on the target

Usage

smote.exsTPhi(data, tgt, N, k, dist, p, pc)

Arguments

data	the rare cases (the minority "class" cases)
tgt	the column nr of the target variable
N	the percentage of over-sampling to carry out;
k	the number of nearest neighours
dist	the distance function used for the neighours computation
p	an integer used when a "p-norm" distance is selected
pc	relevance function

Value

SMOTEd Examples

nunompmoniz/rewind documentation built on July 8, 2021, 12:25 a.m.