ESPOPara: Generate samples by ESPO algorithm.

Description Usage Arguments Value

Description

Generate samples by ESPO algorithm.

Usage

1
ESPOPara(me, v, dMod, p, n, r, m, numToGen)

Arguments

me

Mean vector of positive class

v

Eigen axes matrix (Each axis is a column vector)

dMod

Modified Eigen Spectrum Value

p

The minority class samples

n

The majority class samples

r

A scalar ratio specifies which level (towards the boundary) we shall push the synthetic data, with the default value = 1

m

Scalar specifies the reliable portion of the eigen spectrum

numToGen

The number of samples to be generated

Value

sampleESPO


lweicdsor/OSTSC documentation built on May 8, 2019, 1:13 p.m.