GenerateASingleCandidate: 'GenerateASingleCandidate' Generates a novel sample from a...

In AugmenterR: Data Augmentation for Machine Learning on Tabular Data

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

AugmenterR documentation built on March 18, 2021, 9:07 a.m.