{ "_id": "6ad1e75ea6a61792ed76bea6", "Package": "eve", "Version": "1.1", "Date": "2026-06-16", "Title": "The Eigenvalues Entropy as a Classifier Evaluation Measure", "Authors@R": "person(given = \"Doulaye\",\nfamily = \"Dembele\",\nrole = c(\"aut\",\"cre\"),\nemail = \"doulaye@igbmc.fr\",\ncomment = c(ORCID = \"0000-0003-3879-6940\"))", "Author": "Doulaye Dembele [aut, cre] (ORCID:\n)", "Maintainer": "Doulaye Dembele ", "Description": "The confusion matrix (CM) is used to get a classifier's\nevaluation measure in order to select a method among many. A\nstochastic matrix and its transformation are computed from the\nCM. The eigenvalues of the transformed symmetric matrix are\nused to get an entropy which appears to be a good evaluation\nmeasure. Many other measures, commonly used, are provided for\ncomparison purpose.", "License": "GPL (>= 2)", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-16 08:03:20 UTC", "User": "root" }, "Repository": "https://doulaye.r-universe.dev", "Date/Publication": "2026-06-18 13:44:11 UTC", "RemoteUrl": "https://github.com/cran/eve", "RemoteRef": "HEAD", "RemoteSha": "2ea2775d18d0257f5a482719ce3c08281113c454", "_user": "doulaye", "_type": "src", "_file": "eve_1.1.tar.gz", "_fileid": "https://r2.ropensci.org/960d48ab90bf27af0366f4a574068cfdf93b892775209a39da1c9cfcc5f295bc", "_filesize": 117732, "_sha256": "960d48ab90bf27af0366f4a574068cfdf93b892775209a39da1c9cfcc5f295bc", "_expires": "2027-01-24T08:59:09.000Z", "_created": "2026-10-16T08:03:20.000Z", "_published": "2026-10-16T08:59:10.882Z", "_buildurl": "https://github.com/r-universe/doulaye/actions/runs/38870894672", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 116875360137, "time": 98, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12032954528" }, { "job": 116875360327, "time": 127, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12033617112" }, { "job": 116875360258, "time": 97, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "12035932077" }, { "job": 116875360284, "time": 75, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12035503719" }, { "job": 116874599708, "time": 124, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "12033621726" }, { "job": 116875360195, "time": 71, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "12033213721" }, { "job": 116875360257, "time": 52, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12032923780" }, { "job": 116875360324, "time": 49, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "12033273515" }, { "job": 116875360226, "time": 56, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12033298445" } ], "_upstream": "https://github.com/cran/eve", "_commit": { "id": "2ea2775d18d0257f5a482719ce3c08281113c454", "author": "Doulaye Dembele ", "committer": "cran-robot ", "message": "version 1.1\n", "time": 1781790251 }, "_maintainer": { "name": "Doulaye Dembele", "email": "doulaye@igbmc.fr", "login": "doulaye", "description": "", "uuid": 43007313, "orcid": "0000-0003-3879-6940" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.0", "role": "Depends" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-46", "n": 1 }, { "week": "2026-25", "n": 1 } ], "_tags": [ { "name": "1.0", "date": "2025-11-11" }, { "name": "1.1", "date": "2026-06-18" } ], "_stars": 0, "_contributors": [ { "user": "doulaye", "count": 2, "uuid": 43007313 } ], "_userbio": { "uuid": 43007313, "type": "user", "name": "Doulaye", "followers": 0 }, "_downloads": { "count": 285, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/eve" }, "_searchresults": 2, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/eve.html", "extra/manual.pdf" ], "_realowner": "doulaye", "_cranurl": false, "_releases": [ { "version": "1.0", "date": "2025-11-11" }, { "version": "1.1", "date": "2026-06-18" } ], "_exports": [ "eve", "eve.acc", "eve.amat", "eve.bival", "eve.bmat", "eve.bounds", "eve.cen", "eve.eigens", "eve.kappa", "eve.mcc", "eve.mcen", "eve.mmatt", "eve.nmi", "m2two.a", "m2two.k" ], "_help": [ { "page": "eve-package", "title": "The Eigenvalues Entropy as a Classifier Evaluation Measure", "topics": [ "eve-package" ] }, { "page": "eve", "title": "Eigenvalue entropy calculation", "topics": [ "eve" ] }, { "page": "eve.acc", "title": "Accuracy calculation", "topics": [ "eve.acc" ] }, { "page": "eve.amat", "title": "Return the bounds matrix A", "topics": [ "eve.amat" ] }, { "page": "eve.bival", "title": "Some binary measures calculation", "topics": [ "eve.bival" ] }, { "page": "eve.bmat", "title": "Return the bounds matrix B", "topics": [ "eve.bmat" ] }, { "page": "eve.bounds", "title": "Eigenvalues bounds calculation", "topics": [ "eve.bounds" ] }, { "page": "eve.cen", "title": "Confusion entropy calculation", "topics": [ "eve.cen" ] }, { "page": "eve.eigens", "title": "Eigenvalues used in the EVE measure", "topics": [ "eve.eigens" ] }, { "page": "eve.kappa", "title": "Cohen's Kappa calculation", "topics": [ "eve.kappa" ] }, { "page": "eve.mcc", "title": "Matthews' correlation coefficient calculation", "topics": [ "eve.mcc" ] }, { "page": "eve.mcen", "title": "Modified confusion entropy calculation", "topics": [ "eve.mcen" ] }, { "page": "eve.mmatt", "title": "Modified confusion matrix calculation", "topics": [ "eve.mmatt" ] }, { "page": "eve.nmi", "title": "Normalized mutual information calculation", "topics": [ "eve.nmi" ] }, { "page": "m2two.a", "title": "Conversion of a multicass confusion matrixto a single binary confusion matrix", "topics": [ "m2two.a" ] }, { "page": "m2two.k", "title": "Comparison of the class k versus the rest", "topics": [ "m2two.k" ] } ], "_rundeps": [], "_score": 1.3010299956639813, "_indexed": true, "_nocasepkg": "eve", "_universes": [ "doulaye" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.1", "date": "2026-10-16T08:05:08.000Z", "distro": "resolute", "commit": "2ea2775d18d0257f5a482719ce3c08281113c454", "fileid": "https://r2.ropensci.org/74c7e7cb4f91bbd6e0390370ebf498e4aba3db597ed6f3d19c8df05993cd35f4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/doulaye/actions/runs/38870894672" }, { "r": "4.6.1", "os": "linux", "version": "1.1", "date": "2026-10-16T08:05:38.000Z", "distro": "resolute", "commit": "2ea2775d18d0257f5a482719ce3c08281113c454", "fileid": "https://r2.ropensci.org/f45e622ad5e45fd721986d89a4df24980658bcb0b30ac48477be8cadc5c88a77", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/doulaye/actions/runs/38870894672" }, { "r": "4.5.3", "os": "mac", "version": "1.1", "date": "2026-10-16T08:56:36.000Z", "commit": "2ea2775d18d0257f5a482719ce3c08281113c454", "fileid": "https://r2.ropensci.org/3ad88a6c6232238102254ee7dd927c32b5ee97cc464efba081ba4b38b217b413", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/doulaye/actions/runs/38870894672" }, { "r": "4.6.1", "os": "mac", "version": "1.1", "date": "2026-10-16T08:58:39.000Z", "commit": "2ea2775d18d0257f5a482719ce3c08281113c454", "fileid": "https://r2.ropensci.org/63a46ee63592a55c45177dbe9d939bc98749ddfe77c06c7f8cbedc529d725b8b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/doulaye/actions/runs/38870894672" }, { "r": "4.6.0", "os": "wasm", "version": "1.1", "date": "2026-10-16T08:04:52.000Z", "commit": "2ea2775d18d0257f5a482719ce3c08281113c454", "fileid": "https://r2.ropensci.org/f7cc163e14f0453b3ead4ec38f47ded12fd4d9ac694d2a96958cf5ea3b1059e8", "status": "success", "buildurl": "https://github.com/r-universe/doulaye/actions/runs/38870894672" }, { "r": "4.7.0", "os": "win", "version": "1.1", "date": "2026-10-16T08:04:19.000Z", "commit": "2ea2775d18d0257f5a482719ce3c08281113c454", "fileid": "https://r2.ropensci.org/425f18ab815774db3b033859c278fbfa6dde3b7452b3b622b9f0ff95be704ca9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/doulaye/actions/runs/38870894672" }, { "r": "4.5.3", "os": "win", "version": "1.1", "date": "2026-10-16T08:04:18.000Z", "commit": "2ea2775d18d0257f5a482719ce3c08281113c454", "fileid": "https://r2.ropensci.org/b7058131e307d4f9e3a97acdc2cddf443e6547655a75115ec0c0dc1ba201f1fc", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/doulaye/actions/runs/38870894672" }, { "r": "4.6.1", "os": "win", "version": "1.1", "date": "2026-10-16T08:04:23.000Z", "commit": "2ea2775d18d0257f5a482719ce3c08281113c454", "fileid": "https://r2.ropensci.org/c46c917aa881524bfcb2e74e380e314856f90cb5e2dad6b4f74bdb55cc3b7d23", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/doulaye/actions/runs/38870894672" } ] }