vdm: Auxiliary function used to calculate the Value Difference...

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

Auxiliary function used to calculate the Value Difference Metric (VDM) between two instances considering their non numeric attributes

Description

Auxiliary function used to calculate the Value Difference Metric (VDM) between two instances considering their non numeric attributes

Usage

vdm(D, sample, y, label, tableVDM = NULL)

Arguments

D	mld mldr object with the multilabel dataset to preprocess
sample	Index of the first sample
y	Index of the second sample
label	Label that will be considered in calculations
tableVDM	Dataframe object containing previous calculations for faster processing. If it is empty, the algorithm will be slower

Value

A value for the distance

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