GenerateASingleCandidate {AugmenterR}R Documentation

GenerateASingleCandidate Generates a novel sample from a target class and evaluate it against the other classes to check if it satisfies the confidence level returns NA if the generated sample does not satisfy the condition, otherwise returns novel sample

Description

GenerateASingleCandidate Generates a novel sample from a target class and evaluate it against the other classes to check if it satisfies the confidence level returns NA if the generated sample does not satisfy the condition, otherwise returns novel sample

Usage

GenerateASingleCandidate(data, Class, col, Prob)

Arguments

data

A dataframe containing available data

Class

The target class

col

Column the target class is located in the dataframe

Prob

Minimum confidence level to generate sample

Value

A dataframe containing a novel sample if it satisfies the confidence given in Prob, otherwise NA


[Package AugmenterR version 0.1.0 Index]