GenerateMultipleCandidates {AugmenterR}R Documentation

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

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)

[Package AugmenterR version 0.1.0 Index]