f_dominate {imbalanceDatRel}

Determining cover balls

Description

Determining cover balls

Usage

f_dominate(x_main, x_other, proportion = 1, p_of = 0)

Arguments

x_main

Target class samples.

x_other

Non-target class samples.

proportion

proportion of covered samples. A real number between (0,1]. 1 by default. Smaller numbers results in less dominant samples.

p_of

roportion to increase cover radius. A real number between (0,\infty). Default is 0. Higher values tolerate other classes more.

Details

To be used in DatRel.

Value

a list object with following:

i_dominant

dominant sample indexes

dist_main2other

distance matrix of target class samples to non-target class samples

dist_main2main

distance matrix of target class samples to target class samples

Author(s)

Fatih Saglam, [e-mail]