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FRESA.CAD (version 3.4.7)

jaccardMatrix: Jaccard Index of two labeled sets

Description

The Jaccard Index analysis of two labeled sets

Usage

jaccardMatrix(clustersA=NULL,clustersB=NULL)

Value

jaccardMat

The numeric matrix of Jaccard Indexes of all possible paired sets

elementJaccard

The corresponding Jaccard index for each data point

balancedMeanJaccard

The average of all marginal Jaccards

Arguments

clustersA

The first labeled point set

clustersB

The second labeled point set

Author

Jose G. Tamez-Pena

Details

This function will compute the Jaccard Index Matrix: \([(A=i) \cap (B=j)]/[(A=i) \cup (B=j)]\) for all \((i,j)\) possible label pairs presenet in A and B