{ "_id": "6acca15ca14063b82c3a7177", "Package": "partitionComparison", "Type": "Package", "Title": "Implements Measures for the Comparison of Two Partitions", "Version": "0.2.6", "Date": "2023-08-23", "Author": "Fabian Ball [aut, cre, cph, ctb], Andreas Geyer-Schulz [cph]", "Maintainer": "Fabian Ball ", "Description": "Provides several measures ((dis)similarity,\ndistance/metric, correlation, entropy) for comparing two\npartitions of the same set of objects. The different measures\ncan be assigned to three different classes: Pair comparison\n(containing the famous Jaccard and Rand indices), set based,\nand information theory based. Many of the implemented measures\ncan be found in Albatineh AN, Niewiadomska-Bugaj M and Mihalko\nD (2006) and Meila M (2007)\n. Partitions are represented by\nvectors of class labels which allow a straightforward\nintegration with existing clustering algorithms (e.g.\nkmeans()). The package is mostly based on the S4 object system.", "URL": "https://github.com/KIT-IISM-EM/partitionComparison", "BugReports": "https://github.com/KIT-IISM-EM/partitionComparison/issues", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "Authors@R": "c(\nperson(\"Fabian\", \"Ball\",, \"mail@fabian-ball.de\", c(\"aut\", \"cre\", \"cph\", \"ctb\")),\nperson(\"Andreas\", \"Geyer-Schulz\",, \"andreas.geyer-schulz@kit.edu\", c(\"cph\"))\n)", "RoxygenNote": "7.2.3", "RdMacros": "Rdpack", "Repository": "https://kit-iism-em.r-universe.dev", "Date/Publication": "2023-08-23 20:32:12 UTC", "RemoteUrl": "https://github.com/kit-iism-em/partitioncomparison", "RemoteRef": "HEAD", "RemoteSha": "abea0d0e96071fc432d1f28ef623625626e8d3eb", "RemoteSubdir": "partitionComparison", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-12 08:55:53 UTC", "User": "root" }, "_user": "kit-iism-em", "_type": "src", "_file": "partitionComparison_0.2.6.tar.gz", "_fileid": "https://r2.ropensci.org/f23c044e48b7616f9b2821ee413b82d66efbab3f589951183efc6e40954abdf4", "_filesize": 368044, "_sha256": "f23c044e48b7616f9b2821ee413b82d66efbab3f589951183efc6e40954abdf4", "_expires": "2027-01-20T08:59:05.000Z", "_created": "2026-10-12T08:55:53.000Z", "_published": "2026-10-12T08:59:08.237Z", "_buildurl": "https://github.com/r-universe/kit-iism-em/actions/runs/38226276960", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 114735717608, "time": 127, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11736498798" }, { "job": 114735717543, "time": 108, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11735803417" }, { "job": 114735717629, "time": 138, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11736168011" }, { "job": 114735717666, "time": 144, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11736162916" }, { "job": 114734552768, "time": 203, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11736823116" }, { "job": 114735717717, "time": 79, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11736723594" }, { "job": 114735717559, "time": 65, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11735978013" }, { "job": 114735717698, "time": 64, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11736428749" }, { "job": 114735717662, "time": 59, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11736227769" } ], "_upstream": "https://github.com/kit-iism-em/partitioncomparison", "_commit": { "id": "abea0d0e96071fc432d1f28ef623625626e8d3eb", "author": "Fabian Ball ", "committer": "Fabian Ball ", "message": "fixed a \"broken\" (aka a permanent redirect) URL in a the references CRAN went crazy about", "time": 1692822732 }, "_maintainer": { "name": "Fabian Ball", "email": "mail@fabian-ball.de", "login": "fabianball", "description": "", "uuid": 26814398 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.2.0", "role": "Depends" }, { "package": "methods", "role": "Imports" }, { "package": "Rdpack", "role": "Imports" }, { "package": "lpSolve", "role": "Imports" }, { "package": "testthat", "role": "Suggests" } ], "_owner": "kit-iism-em", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_topics": [ "comparison", "dissimilarity-measures", "distance-measures", "partitions", "similarity-measures" ], "_stars": 2, "_userbio": { "uuid": 35450238, "type": "organization", "name": "KIT/IISM/EM", "followers": 0, "description": "KIT - Karlsruhe Institute of Technology, IISM - Institute of Information Systems and Marketing, EM - Information Services and Electronic Markets" }, "_downloads": { "count": 277, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/partitionComparison" }, "_mentions": 1, "_devurl": "https://github.com/kit-iism-em/partitioncomparison", "_searchresults": 71, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/partitionComparison.html", "extra/readme.html", "extra/readme.md", "LICENSE" ], "_homeurl": "https://github.com/kit-iism-em/partitioncomparison", "_realowner": "kit-iism-em", "_cranurl": true, "_releases": [ { "version": "0.2.2", "date": "2017-08-25" }, { "version": "0.2.3", "date": "2017-12-19" }, { "version": "0.2.4", "date": "2018-10-04" }, { "version": "0.2.5", "date": "2019-03-08" }, { "version": "0.2.6", "date": "2023-08-24" } ], "_exports": [ "adjustedRandIndex", "baulieu1", "baulieu2", "classificationErrorDistance", "compareAll", "computePairCoefficients", "czekanowski", "dongensMetric", "entropy", "fagerMcGowan", "folwkesMallowsIndex", "gammaStatistics", "goodmanKruskal", "gowerLegendre", "hamann", "jaccardCoefficient", "kulczynski", "larsenAone", "lermanIndex", "mcconnaughey", "minkowskiMeasure", "mirkinMetric", "mutualInformation", "N", "N00", "N01", "N01p", "N10", "N10p", "N11", "N12", "N21", "normalizedLermanIndex", "normalizedMutualInformation", "PairCoefficients", "Partition", "pearson", "peirce", "projectionNumber", "randIndex", "registerPartitionVectorSignatures", "rogersTanimoto", "russelRao", "rvCoefficient", "sokalSneath1", "sokalSneath2", "sokalSneath3", "variationOfInformation", "wallaceI", "wallaceII" ], "_help": [ { "page": "partitionComparison-package", "title": "partitionComparison: Implements Measures for the Comparison of Two Partitions", "topics": [ "partitionComparison-package", "partitionComparison" ] }, { "page": "subset-Partition-method", "title": "Subsetting Partition instances", "topics": [ "[<-,Partition-method" ] }, { "page": "adjustedRandIndex", "title": "Adjusted Rand Index", "topics": [ "adjustedRandIndex", "adjustedRandIndex,PairCoefficients,missing-method", "adjustedRandIndex,Partition,Partition-method" ] }, { "page": "baulieu1", "title": "Baulieu Index 1", "topics": [ "baulieu1", "baulieu1,PairCoefficients,missing-method", "baulieu1,Partition,Partition-method" ] }, { "page": "baulieu2", "title": "Baulieu Index 2", "topics": [ "baulieu2", "baulieu2,PairCoefficients,missing-method", "baulieu2,Partition,Partition-method" ] }, { "page": "classificationErrorDistance", "title": "Classification Error Distance", "topics": [ "classificationErrorDistance", "classificationErrorDistance,Partition,Partition-method" ] }, { "page": "compareAll", "title": "Compare two partitions with all measures", "topics": [ "compareAll", "compareAll,Partition,Partition-method" ] }, { "page": "computePairCoefficients", "title": "Compute the four coefficients N_{11}, N_{10}, N_{01}, N_{00}", "topics": [ "computePairCoefficients" ] }, { "page": "czekanowski", "title": "Czekanowski Index", "topics": [ "czekanowski", "czekanowski,PairCoefficients,missing-method", "czekanowski,Partition,Partition-method" ] }, { "page": "dongensMetric", "title": "Dongen's Metric", "topics": [ "dongensMetric", "dongensMetric,Partition,Partition-method" ] }, { "page": "entropy", "title": "Entropy", "topics": [ "entropy", "entropy,ANY,missing-method", "entropy,numeric,numeric-method", "entropy,Partition,numeric-method" ] }, { "page": "fagerMcGowan", "title": "Fager & McGowan Index", "topics": [ "fagerMcGowan", "fagerMcGowan,PairCoefficients,missing-method", "fagerMcGowan,Partition,Partition-method" ] }, { "page": "folwkesMallowsIndex", "title": "Folwkes & Mallows Index", "topics": [ "folwkesMallowsIndex", "folwkesMallowsIndex,PairCoefficients,missing-method", "folwkesMallowsIndex,Partition,Partition-method" ] }, { "page": "gammaStatistics", "title": "Gamma Statistics", "topics": [ "gammaStatistics", "gammaStatistics,PairCoefficients,missing-method", "gammaStatistics,Partition,Partition-method" ] }, { "page": "goodmanKruskal", "title": "Goodman & Kruskal Index", "topics": [ "goodmanKruskal", "goodmanKruskal,PairCoefficients,missing-method", "goodmanKruskal,Partition,Partition-method" ] }, { "page": "gowerLegendre", "title": "Gower & Legendre Index", "topics": [ "gowerLegendre", "gowerLegendre,PairCoefficients,missing-method", "gowerLegendre,Partition,Partition-method" ] }, { "page": "hamann", "title": "Hamann Coefficient", "topics": [ "hamann", "hamann,PairCoefficients,missing-method", "hamann,Partition,Partition-method" ] }, { "page": "jaccardCoefficient", "title": "Jaccard Coefficient", "topics": [ "jaccardCoefficient", "jaccardCoefficient,PairCoefficients,missing-method", "jaccardCoefficient,Partition,Partition-method" ] }, { "page": "kulczynski", "title": "Kulczynski Index", "topics": [ "kulczynski", "kulczynski,PairCoefficients,missing-method", "kulczynski,Partition,Partition-method" ] }, { "page": "larsenAone", "title": "Larsen & Aone Measure", "topics": [ "larsenAone", "larsenAone,Partition,Partition-method" ] }, { "page": "lermanIndex", "title": "Lerman Index", "topics": [ "lermanIndex", "lermanIndex,Partition,Partition,missing-method", "lermanIndex,Partition,Partition,PairCoefficients-method" ] }, { "page": "mcconnaughey", "title": "McConnaughey Index", "topics": [ "mcconnaughey", "mcconnaughey,PairCoefficients,missing-method", "mcconnaughey,Partition,Partition-method" ] }, { "page": "minkowskiMeasure", "title": "Minkowski Measure", "topics": [ "minkowskiMeasure", "minkowskiMeasure,PairCoefficients,missing-method", "minkowskiMeasure,Partition,Partition-method" ] }, { "page": "mirkinMetric", "title": "Mirkin Metric", "topics": [ "mirkinMetric", "mirkinMetric,PairCoefficients,missing-method", "mirkinMetric,Partition,Partition-method" ] }, { "page": "mutualInformation", "title": "Mutual Information", "topics": [ "mutualInformation", "mutualInformation,Partition,Partition-method" ] }, { "page": "N", "title": "Method to retrieve the complex coefficient N", "topics": [ "N", "N,PairCoefficients-method" ] }, { "page": "N00", "title": "Method to retrieve the coefficient N_{00}", "topics": [ "N00", "N00,PairCoefficients-method" ] }, { "page": "N01", "title": "Method to retrieve the coefficient N_{01}", "topics": [ "N01", "N01,PairCoefficients-method" ] }, { "page": "N01p", "title": "Method to retrieve the complex coefficient N'_{01}", "topics": [ "N01p", "N01p,PairCoefficients-method" ] }, { "page": "N10", "title": "Method to retrieve the coefficient N_{10}", "topics": [ "N10", "N10,PairCoefficients-method" ] }, { "page": "N10p", "title": "Method to retrieve the complex coefficient N'_{10}", "topics": [ "N10p", "N10p,PairCoefficients-method" ] }, { "page": "N11", "title": "Method to retrieve the coefficient N_{11}", "topics": [ "N11", "N11,PairCoefficients-method" ] }, { "page": "N12", "title": "Method to retrieve the complex coefficient N_{12}", "topics": [ "N12", "N12,PairCoefficients-method" ] }, { "page": "N21", "title": "Method to retrieve the complex coefficient N_{21}", "topics": [ "N21", "N21,PairCoefficients-method" ] }, { "page": "normalizedLermanIndex", "title": "Normalized Lerman Index", "topics": [ "normalizedLermanIndex", "normalizedLermanIndex,Partition,Partition,missing-method", "normalizedLermanIndex,Partition,Partition,PairCoefficients-method" ] }, { "page": "normalizedMutualInformation", "title": "Normalized Mutual Information", "topics": [ "normalizedMutualInformation", "normalizedMutualInformation,Partition,Partition,character-method", "normalizedMutualInformation,Partition,Partition,missing-method" ] }, { "page": "PairCoefficients-class", "title": "S4 class to represent coefficients of object pairs for the comparison of two object partitions (say P and Q).", "topics": [ "PairCoefficients", "PairCoefficients-class" ] }, { "page": "Partition-class", "title": "Simple S4 class to represent a partition of objects as vector of class labels.", "topics": [ "Partition", "Partition-class" ] }, { "page": "pearson", "title": "Pearson Index", "topics": [ "pearson", "pearson,PairCoefficients,missing-method", "pearson,Partition,Partition-method" ] }, { "page": "peirce", "title": "Peirce Index", "topics": [ "peirce", "peirce,PairCoefficients,missing-method", "peirce,Partition,Partition-method" ] }, { "page": "projectionNumber", "title": "Compute the projection number of two partitions", "topics": [ "projectionNumber" ] }, { "page": "randIndex", "title": "Rand Index", "topics": [ "randIndex", "randIndex,PairCoefficients,missing-method", "randIndex,Partition,Partition-method" ] }, { "page": "registerPartitionVectorSignatures", "title": "Make comparison measures usable with any vectors", "topics": [ "registerPartitionVectorSignatures" ] }, { "page": "rogersTanimoto", "title": "Rogers & Tanimoto Index", "topics": [ "rogersTanimoto", "rogersTanimoto,PairCoefficients,missing-method", "rogersTanimoto,Partition,Partition-method" ] }, { "page": "russelRao", "title": "Russel & Rao Index", "topics": [ "russelRao", "russelRao,PairCoefficients,missing-method", "russelRao,Partition,Partition-method" ] }, { "page": "rvCoefficient", "title": "RV Coefficient", "topics": [ "rvCoefficient", "rvCoefficient,PairCoefficients,missing-method", "rvCoefficient,Partition,Partition-method" ] }, { "page": "sokalSneath1", "title": "Sokal & Sneath Index 1", "topics": [ "sokalSneath1", "sokalSneath1,PairCoefficients,missing-method", "sokalSneath1,Partition,Partition-method" ] }, { "page": "sokalSneath2", "title": "Sokal & Sneath Index 2", "topics": [ "sokalSneath2", "sokalSneath2,PairCoefficients,missing-method", "sokalSneath2,Partition,Partition-method" ] }, { "page": "sokalSneath3", "title": "Sokal & Sneath Index 3", "topics": [ "sokalSneath3", "sokalSneath3,PairCoefficients,missing-method", "sokalSneath3,Partition,Partition-method" ] }, { "page": "variationOfInformation", "title": "Variation of Information", "topics": [ "variationOfInformation", "variationOfInformation,Partition,Partition-method" ] }, { "page": "wallaceI", "title": "Wallace I", "topics": [ "wallaceI", "wallaceI,PairCoefficients,missing-method", "wallaceI,Partition,Partition-method" ] }, { "page": "wallaceII", "title": "Wallace II", "topics": [ "wallaceII", "wallaceII,PairCoefficients,missing-method", "wallaceII,Partition,Partition-method" ] } ], "_readme": "https://github.com/kit-iism-em/partitioncomparison/raw/HEAD/README.md", "_rundeps": [ "lpSolve", "rbibutils", "Rdpack" ], "_score": 3.8512583487190755, "_indexed": true, "_nocasepkg": "partitioncomparison", "_universes": [ "kit-iism-em", "fabianball" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.6", "date": "2026-10-12T08:58:04.000Z", "distro": "resolute", "commit": "abea0d0e96071fc432d1f28ef623625626e8d3eb", "fileid": "https://r2.ropensci.org/2a746231060e2f2373a6516dfde3165c66c8de21e8dfbf0eb3aaf87581ce089e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kit-iism-em/actions/runs/38226276960" }, { "r": "4.6.1", "os": "linux", "version": "0.2.6", "date": "2026-10-12T08:57:43.000Z", "distro": "resolute", "commit": "abea0d0e96071fc432d1f28ef623625626e8d3eb", "fileid": "https://r2.ropensci.org/4552afa858471239d8e488300fab38226f8a467f9827bc9eb2b3109147982812", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kit-iism-em/actions/runs/38226276960" }, { "r": "4.5.3", "os": "mac", "version": "0.2.6", "date": "2026-10-12T08:58:02.000Z", "commit": "abea0d0e96071fc432d1f28ef623625626e8d3eb", "fileid": "https://r2.ropensci.org/3527c71375e90c3e487ed07740d0ca4428163cdc8e50bd8b198e02ee77896e05", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kit-iism-em/actions/runs/38226276960" }, { "r": "4.6.1", "os": "mac", "version": "0.2.6", "date": "2026-10-12T08:58:03.000Z", "commit": "abea0d0e96071fc432d1f28ef623625626e8d3eb", "fileid": "https://r2.ropensci.org/f396491467401a761a7837cfc6a5f3b47ba1d79d81ace85974fc47a36afee625", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kit-iism-em/actions/runs/38226276960" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.6", "date": "2026-10-12T08:57:32.000Z", "commit": "abea0d0e96071fc432d1f28ef623625626e8d3eb", "fileid": "https://r2.ropensci.org/03b6184469c9aed6fdf92a5bdced5e6bb5cc196a578dbceee81c295abb853635", "status": "success", "buildurl": "https://github.com/r-universe/kit-iism-em/actions/runs/38226276960" }, { "r": "4.7.0", "os": "win", "version": "0.2.6", "date": "2026-10-12T08:56:56.000Z", "commit": "abea0d0e96071fc432d1f28ef623625626e8d3eb", "fileid": "https://r2.ropensci.org/eeb56ffff93abd74c6d25030712ccac1c0b1a859292ff4ce3dbdb2ebfacb5fb8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kit-iism-em/actions/runs/38226276960" }, { "r": "4.5.3", "os": "win", "version": "0.2.6", "date": "2026-10-12T08:56:56.000Z", "commit": "abea0d0e96071fc432d1f28ef623625626e8d3eb", "fileid": "https://r2.ropensci.org/26d11dba2db5f3a565a497a672300585986079e35a1cb6abdf3b220b2166666b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kit-iism-em/actions/runs/38226276960" }, { "r": "4.6.1", "os": "win", "version": "0.2.6", "date": "2026-10-12T08:56:56.000Z", "commit": "abea0d0e96071fc432d1f28ef623625626e8d3eb", "fileid": "https://r2.ropensci.org/4d3aeb496af445925abfbd4fa9e4173cb84c6847f238fc8d98c017faef839936", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kit-iism-em/actions/runs/38226276960" } ] }