Type: Package
Title: Calculates the j-Score Between Two Clustering Assignments
Version: 0.1.0
Maintainer: Navid Ahmadinejad <navidfr@asu.edu>
Description: The jscore() function in the package calculates the J-Score metric between two clustering assignments. The score is designed to address some problems with existing common metrics such as problem of matching. The details of J-score is described in Ahmadinejad and Liu. (2021) <doi:10.48550/arXiv.2109.01306>.
License: MIT + file LICENSE
Encoding: UTF-8
RoxygenNote: 7.1.1
URL: https://github.com/liliulab/jscore
Suggests: knitr, rmarkdown, testthat (≥ 3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3
NeedsCompilation: no
Packaged: 2021-09-06 23:00:33 UTC; navid
Author: Navid Ahmadinejad [cre, aut], Li Liu [aut]
Repository: CRAN
Date/Publication: 2021-09-17 08:00:02 UTC

jscore

Description

Calculates the j-score between two clustering assignment.

Usage

jscore(truth, pred)

Arguments

truth

A numeric vector of truth class labels.

pred

A numeric vector of predicted class labels.

Value

Returns the j-score of the clustering assignment.

Examples

truth=c(1,1,1,1,1,2,2,2,2,2,3,3,3,3,3)
pred= c(1,1,1,2,2,2,3,3,3,4,4,4,5,5,5)
jscore(truth, pred)