newSample: Auxiliary function used by MLSMOTE. Creates a synthetic...

In mldr.resampling: Resampling Algorithms for Multi-Label Datasets

Auxiliary function used by MLSMOTE. Creates a synthetic sample based on values of attributes and labels of its neighbors

Description

Auxiliary function used by MLSMOTE. Creates a synthetic sample based on values of attributes and labels of its neighbors

Usage

newSample(seedInstance, refNeigh, neighbors, strategy, D)

Arguments

seedInstance	Sample we are using as "template"
refNeigh	Reference neighbor
neighbors	Neighbors to take into account
strategy	Strategy for choosing the synthetic labels: union, intersection or ranking
D	mld mldr object with the multilabel dataset to preprocess

Value

A synthetic sample derived from the one passed as a parameter and its neighbors

mldr.resampling documentation built on Aug. 22, 2023, 5:11 p.m.