GenerateMultipleCandidates: 'GenerateMultipleCandidates' Asks for a dataframe and some...

In AugmenterR: Data Augmentation for Machine Learning on Tabular Data

Description

GenerateMultipleCandidates Asks for a dataframe and some parameters and returns multiple novel samples from the target class

Usage

GenerateMultipleCandidates(data, Class, col, Prob, amount)

Arguments

data	Reference dataframe
Class	Value of the target class
col	column of the dataframe which contains the class
Prob	Minimum confidence level to generate the sample
amount	Number of novel samples to be generated

Value

A dataframe containing novel samples of the class Class that satisfies Prob confidence.

Examples

# basic usage of GenerateMultipleCandidates
GenerateMultipleCandidates(iris,Class='virginica',col=5,Prob=0.3,amount=10)

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