{
  "_id": "6a499aca4ae8ee07ee1331b0",
  "Package": "mupet",
  "Title": "Multiclass Performance Evaluation Toolkit",
  "Version": "0.1.0",
  "Authors@R": "c(\nperson(\n\"Lise\", \"Bellanger\",\nrole = \"aut\"\n),\nperson(\n\"Manon\", \"Simonot\",\nrole = \"aut\"\n),\nperson(\n\"Aymeric\", \"Stamm\",\nemail = \"aymeric.stamm@cnrs.fr\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-8725-3654\")\n))",
  "Description": "Implementation of custom 'tidymodels' metrics for\nmulti-class prediction models with a single negative class.\nCurrently are implemented macro-average sensitivity and\nspecificity as in Mortaz, Ebrahim (2020) \"Imbalance accuracy\nmetric for model selection in multi-class imbalance\nclassification problems” <doi:10.1016/j.knosys.2020.106490> and\na generalized weighted Youden index as in Li, D.L., Shen F.,\nYin Y., Peng J.X and Chen P.Y. (2013) “Weighted Youden index\nand its two-independent-sample comparison based on weighted\nsensitivity and specificity”\n<doi:10.3760/cma.j.issn.0366-6999.20123102>.",
  "License": "MIT + file LICENSE",
  "Config/testthat/edition": "3",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.3",
  "URL": "https://github.com/astamm/mupet, https://astamm.github.io/mupet/",
  "BugReports": "https://github.com/astamm/mupet/issues",
  "Repository": "https://astamm.r-universe.dev",
  "Date/Publication": "2026-01-16 14:17:34 UTC",
  "RemoteUrl": "https://github.com/astamm/mupet",
  "RemoteRef": "HEAD",
  "RemoteSha": "4d855ed30f68b16c8c89d967ba1aba72fc517a9e",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-21 10:03:01 UTC",
    "User": "root"
  },
  "Author": "Lise Bellanger [aut],\nManon Simonot [aut],\nAymeric Stamm [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-8725-3654>)",
  "Maintainer": "Aymeric Stamm <aymeric.stamm@cnrs.fr>",
  "_user": "astamm",
  "_type": "src",
  "_file": "mupet_0.1.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/18cb6dd424eadfd72c7a7c3b0cf52b46086c84c441409a86202f342f5085396f",
  "_filesize": 111673,
  "_sha256": "18cb6dd424eadfd72c7a7c3b0cf52b46086c84c441409a86202f342f5085396f",
  "_expires": "2026-10-12T23:44:08.000Z",
  "_created": "2026-06-21T10:03:01.000Z",
  "_published": "2026-07-04T23:44:10.165Z",
  "_jobs": [
    {
      "job": 85176517102,
      "time": 104,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7774225731"
    },
    {
      "job": 85176517195,
      "time": 94,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7774224275"
    },
    {
      "job": 85176517179,
      "time": 90,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7774245362"
    },
    {
      "job": 85176517115,
      "time": 99,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7774245964"
    },
    {
      "job": 85176517093,
      "time": 163,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7774211949"
    },
    {
      "job": 85176517241,
      "time": 92,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7774224152"
    },
    {
      "job": 85176517124,
      "time": 62,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7774220213"
    },
    {
      "job": 85176517312,
      "time": 57,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7774219672"
    },
    {
      "job": 85176517213,
      "time": 54,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7774219258"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/astamm/actions/runs/27900798908",
  "_status": "success",
  "_upstream": "https://github.com/astamm/mupet",
  "_commit": {
    "id": "4d855ed30f68b16c8c89d967ba1aba72fc517a9e",
    "author": "Aymeric Stamm <aymeric.stamm@math.cnrs.fr>",
    "committer": "Aymeric Stamm <aymeric.stamm@math.cnrs.fr>",
    "message": "Setup rhub\n",
    "time": 1768573054
  },
  "_maintainer": {
    "name": "Aymeric Stamm",
    "email": "aymeric.stamm@cnrs.fr",
    "login": "astamm",
    "mastodon": "@aymeric_stamm@mastodon.social",
    "bluesky": "@aymeric-stamm.bsky.social",
    "orcid": "0000-0002-8725-3654",
    "description": "",
    "uuid": 6044838
  },
  "_distro": "noble",
  "_registered": true,
  "_dependencies": [
    {
      "package": "rlang",
      "role": "Imports"
    },
    {
      "package": "yardstick",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "astamm",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-03",
      "n": 11
    }
  ],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "astamm",
      "count": 11,
      "uuid": 6044838
    }
  ],
  "_userbio": {
    "uuid": 6044838,
    "type": "user",
    "name": "Aymeric Stamm",
    "followers": 43
  },
  "_downloads": {
    "count": 147,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/mupet"
  },
  "_devurl": "https://github.com/astamm/mupet",
  "_pkgdown": "https://astamm.github.io/mupet/",
  "_searchresults": 1,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/mupet.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "LICENSE",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/astamm/mupet",
  "_realowner": "astamm",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2026-01-21"
    }
  ],
  "_exports": [
    "macro_average_sensitivity",
    "macro_average_sensitivity_vec",
    "macro_average_specificity",
    "macro_average_specificity_vec",
    "weighted_youden_index",
    "weighted_youden_index_vec"
  ],
  "_help": [
    {
      "page": "macro_average_sensitivity",
      "title": "Macro Average Sensitivity",
      "topics": [
        "macro_average_sensitivity",
        "macro_average_sensitivity.data.frame",
        "macro_average_sensitivity_vec"
      ]
    },
    {
      "page": "macro_average_specificity",
      "title": "Macro Average Specificity",
      "topics": [
        "macro_average_specificity",
        "macro_average_specificity.data.frame",
        "macro_average_specificity_vec"
      ]
    },
    {
      "page": "weighted_youden_index",
      "title": "Weighted Youden Index",
      "topics": [
        "weighted_youden_index",
        "weighted_youden_index.data.frame",
        "weighted_youden_index_vec"
      ]
    }
  ],
  "_readme": "https://github.com/astamm/mupet/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "dplyr",
    "generics",
    "glue",
    "hardhat",
    "lifecycle",
    "magrittr",
    "pillar",
    "pkgconfig",
    "R6",
    "rlang",
    "sparsevctrs",
    "tibble",
    "tidyselect",
    "utf8",
    "vctrs",
    "withr",
    "yardstick"
  ],
  "_score": 2.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "mupet",
  "_universes": [
    "astamm"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-06-21T10:04:54.000Z",
      "distro": "noble",
      "commit": "4d855ed30f68b16c8c89d967ba1aba72fc517a9e",
      "fileid": "https://r2.ropensci.org/81c31ca5c528ddbda510a7549af831369656fb116b5f6f9f30ac83ccf7290602",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/astamm/actions/runs/27900798908"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-06-21T10:04:41.000Z",
      "distro": "noble",
      "commit": "4d855ed30f68b16c8c89d967ba1aba72fc517a9e",
      "fileid": "https://r2.ropensci.org/fb85dc2a1de062073155f6924734a128fc1773b65e8f1447e57b5eb93a50ceee",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/astamm/actions/runs/27900798908"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-06-21T10:07:29.000Z",
      "commit": "4d855ed30f68b16c8c89d967ba1aba72fc517a9e",
      "fileid": "https://r2.ropensci.org/ef23a330894c8f66be3fc058c33ab3240e028fdccffa06b768ae4a6b19e10dc0",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/astamm/actions/runs/27900798908"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-06-21T10:07:32.000Z",
      "commit": "4d855ed30f68b16c8c89d967ba1aba72fc517a9e",
      "fileid": "https://r2.ropensci.org/4776a5f87a5cf2567cb7e1e374b99d90438991c1b2ca0518cce66f0661e5668d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/astamm/actions/runs/27900798908"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.0",
      "date": "2026-06-21T10:04:50.000Z",
      "commit": "4d855ed30f68b16c8c89d967ba1aba72fc517a9e",
      "fileid": "https://r2.ropensci.org/51dd46bd24d0f68b69487d48b316198fd0c5508e7091258ef62c4f597f6faeaf",
      "status": "success",
      "buildurl": "https://github.com/r-universe/astamm/actions/runs/27900798908"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-06-21T10:04:08.000Z",
      "commit": "4d855ed30f68b16c8c89d967ba1aba72fc517a9e",
      "fileid": "https://r2.ropensci.org/2d844fa45e0d76684c7013ac76b40eb092dddc0938fd3f21561f67945d26937a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/astamm/actions/runs/27900798908"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-06-21T10:04:03.000Z",
      "commit": "4d855ed30f68b16c8c89d967ba1aba72fc517a9e",
      "fileid": "https://r2.ropensci.org/16f01880b056a7e030a947f00d022e95acf4bb4f0a470f4e688b2206f3ac2eb4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/astamm/actions/runs/27900798908"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-06-21T10:04:00.000Z",
      "commit": "4d855ed30f68b16c8c89d967ba1aba72fc517a9e",
      "fileid": "https://r2.ropensci.org/5fafe7a1b496e898cbf007e86d924ebdb02ccbd76eaabd63f81150613be64c92",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/astamm/actions/runs/27900798908"
    }
  ]
}