{
  "_id": "6ad4a4b16b5c833dc5a83121",
  "Package": "GTbasedIM",
  "Title": "Game Theory-Based Influence Measures",
  "Version": "1.0.0",
  "Authors@R": "c(person(\"Laura\", \"Davila-Pena\", , \"lauradavila.pena@usc.es\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0003-2175-2546\"))\n)",
  "Description": "Understanding how features influence a specific response\nvariable becomes crucial in classification problems, with\napplications ranging from medical diagnosis to customer\nbehavior analysis. This packages provides tools to compute such\nan influence measure grounded on game theory concepts. In\nparticular, the influence measures presented in Davila-Pena,\nSaavedra-Nieves, and Casas-Méndez (2024)\n<doi:10.48550/arXiv.2408.02481> can be obtained.",
  "Date": "2024-10-02",
  "License": "GPL-2",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.3.1",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-18 10:48:59 UTC",
    "User": "root"
  },
  "Author": "Laura Davila-Pena [aut, cre]\n(<https://orcid.org/0000-0003-2175-2546>)",
  "Maintainer": "Laura Davila-Pena <lauradavila.pena@usc.es>",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2024-10-08 03:02:13 UTC",
  "RemoteUrl": "https://github.com/cran/GTbasedIM",
  "RemoteRef": "HEAD",
  "RemoteSha": "81e924f87c53b0a0b1d93c606f45e9d631727c9c",
  "_user": "cran",
  "_type": "src",
  "_file": "GTbasedIM_1.0.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/af6c43bde6598c265b6178f690e7b507a9c2a829cc189053acafc861abaf8ffe",
  "_filesize": 859210,
  "_sha256": "af6c43bde6598c265b6178f690e7b507a9c2a829cc189053acafc861abaf8ffe",
  "_expires": "2027-01-26T10:51:28.000Z",
  "_created": "2026-10-18T10:48:59.000Z",
  "_published": "2026-10-18T10:51:29.785Z",
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/39120554346",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 117655720945,
      "time": 110,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12133848806"
    },
    {
      "job": 117655720960,
      "time": 103,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12134470774"
    },
    {
      "job": 117655193696,
      "time": 163,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12133639802"
    },
    {
      "job": 117655720895,
      "time": 107,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "12133943636"
    },
    {
      "job": 117655720882,
      "time": 70,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "12133967160"
    },
    {
      "job": 117655720870,
      "time": 82,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12133189702"
    }
  ],
  "_upstream": "https://github.com/cran/GTbasedIM",
  "_commit": {
    "id": "81e924f87c53b0a0b1d93c606f45e9d631727c9c",
    "author": "Laura Davila-Pena <lauradavila.pena@usc.es>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.0.0\n",
    "time": 1728356533
  },
  "_maintainer": {
    "name": "Laura Davila-Pena",
    "email": "lauradavila.pena@usc.es",
    "login": "lauradavilapena",
    "orcid": "0000-0003-2175-2546",
    "description": "",
    "uuid": 68653590
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 2.10",
      "role": "Depends"
    },
    {
      "package": "CoopGame",
      "role": "Imports"
    },
    {
      "package": "RWeka",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "lauradavilapena",
      "count": 1,
      "uuid": 68653590
    }
  ],
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "followers": 632,
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 244,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/GTbasedIM"
  },
  "_searchresults": 0,
  "_topics": [
    "openjdk"
  ],
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/GTbasedIM.html",
    "extra/manual.pdf"
  ],
  "_realowner": "lauradavilapena",
  "_cranurl": false,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2024-10-07"
    }
  ],
  "_exports": [
    "checking",
    "IM_dep",
    "IM_nodep",
    "Mell",
    "predictions"
  ],
  "_datasets": [
    {
      "name": "cars_binary",
      "title": "Cars Binary Dataset",
      "object": "cars_binary",
      "file": "cars_binary.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "X",
        "dvcat",
        "airbag",
        "seatbelt",
        "frontal",
        "sex",
        "abcat",
        "occRole",
        "deploy",
        "ageOFocc",
        "age",
        "deceased"
      ],
      "rows": 17565,
      "table": true,
      "tojson": true
    },
    {
      "name": "cars_original",
      "title": "Cars Original Dataset",
      "object": "cars_original",
      "file": "cars_original.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "X",
        "dvcat",
        "weight",
        "dead",
        "airbag",
        "seatbelt",
        "frontal",
        "sex",
        "ageOFocc",
        "yearacc",
        "yearVeh",
        "abcat",
        "occRole",
        "deploy",
        "caseid",
        "injSeverity"
      ],
      "rows": 17565,
      "table": true,
      "tojson": true
    },
    {
      "name": "spotify_15",
      "title": "Spotify 15 Dataset",
      "object": "spotify_15",
      "file": "spotify_15.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "X",
        "linkin.park",
        "coldplay",
        "red.hot.chili.peppers",
        "rammstein",
        "system.of.a.down",
        "metallica",
        "die.toten.hosen",
        "billy.talent",
        "the.killers",
        "the.beatles",
        "jack.johnson",
        "muse",
        "beatsteaks",
        "foo.fighters",
        "nirvana"
      ],
      "rows": 1226,
      "table": true,
      "tojson": true
    },
    {
      "name": "spotify_75",
      "title": "Spotify 75 Dataset",
      "object": "spotify_75",
      "file": "spotify_75.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "X",
        "user",
        "linkin.park",
        "coldplay",
        "red.hot.chili.peppers",
        "rammstein",
        "system.of.a.down",
        "metallica",
        "die.toten.hosen",
        "billy.talent",
        "the.killers",
        "the.beatles",
        "jack.johnson",
        "muse",
        "beatsteaks",
        "foo.fighters",
        "nirvana",
        "radiohead",
        "arctic.monkeys",
        "placebo",
        "bloc.party",
        "evanescence",
        "rise.against",
        "the.kooks",
        "mando.diao",
        "the.white.stripes",
        "deichkind",
        "incubus",
        "farin.urlaub",
        "in.flames",
        "clueso",
        "peter.fox",
        "the.offspring",
        "air",
        "subway.to.sally",
        "nightwish",
        "the.prodigy",
        "disturbed",
        "ac.dc",
        "green.day",
        "johnny.cash",
        "kings.of.leon",
        "amy.winehouse",
        "depeche.mode",
        "bullet.for.my.valentine",
        "in.extremo",
        "blink.182",
        "slipknot",
        "death.cab.for.cutie",
        "daft.punk",
        "limp.bizkit",
        "sum.41",
        "fall.out.boy",
        "schandmaul",
        "kanye.west",
        "seeed",
        "tenacious.d",
        "rihanna",
        "papa.roach",
        "portishead",
        "rage.against.the.machine",
        "franz.ferdinand",
        "marilyn.manson",
        "nelly.furtado",
        "queen",
        "bob.marley",
        "feist",
        "massive.attack",
        "queens.of.the.stone.age",
        "iron.maiden",
        "avril.lavigne",
        "amon.amarth",
        "apocalyptica",
        "gorillaz",
        "nine.inch.nails",
        "oasis"
      ],
      "rows": 1226,
      "table": true,
      "tojson": true
    },
    {
      "name": "spotify_original",
      "title": "Spotify Original Dataset",
      "object": "spotify_original",
      "file": "spotify_original.rda",
      "class": [
        "data.frame"
      ],
      "fields": [],
      "rows": 1226,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "cars_binary",
      "title": "Cars Binary Dataset",
      "topics": [
        "cars_binary"
      ]
    },
    {
      "page": "cars_original",
      "title": "Cars Original Dataset",
      "topics": [
        "cars_original"
      ]
    },
    {
      "page": "checking",
      "title": "checking Function: Check Specified Rows Within Dataset",
      "topics": [
        "checking"
      ]
    },
    {
      "page": "IM_dep",
      "title": "IM_dep Function: Calculate Influence Measure with Dependent Features",
      "topics": [
        "IM_dep"
      ]
    },
    {
      "page": "IM_nodep",
      "title": "IM_nodep Function: Calculate Influence Measure for Features Without Dependency",
      "topics": [
        "IM_nodep"
      ]
    },
    {
      "page": "Mell",
      "title": "Mell Function: Subset Data Based on Group Index Conditions",
      "topics": [
        "Mell"
      ]
    },
    {
      "page": "predictions",
      "title": "Predictions Function: Generate predictions using classifiers from RWeka",
      "topics": [
        "predictions"
      ]
    },
    {
      "page": "spotify_15",
      "title": "Spotify 15 Dataset",
      "topics": [
        "spotify_15"
      ]
    },
    {
      "page": "spotify_75",
      "title": "Spotify 75 Dataset",
      "topics": [
        "spotify_75"
      ]
    },
    {
      "page": "spotify_original",
      "title": "Spotify Original Dataset",
      "topics": [
        "spotify_original"
      ]
    }
  ],
  "_rundeps": [
    "abind",
    "CoopGame",
    "geometry",
    "gtools",
    "linprog",
    "lpSolve",
    "magic",
    "rcdd",
    "Rcpp",
    "RcppProgress",
    "rJava",
    "RWeka",
    "RWekajars"
  ],
  "_sysdeps": [
    {
      "shlib": "libjvm",
      "package": "openjdk-25-jre-headless",
      "headers": "openjdk-25-jre-headless",
      "source": "openjdk",
      "version": "25.0.4.1+1-1~26.04.4",
      "name": "openjdk",
      "homepage": "https://openjdk.java.net/",
      "description": "OpenJDK Java runtime, using Hotspot JIT (headless)"
    }
  ],
  "_score": 1,
  "_indexed": false,
  "_nocasepkg": "gtbasedim",
  "_universes": [
    "cran"
  ],
  "_indexurl": "https://lauradavilapena.r-universe.dev/GTbasedIM",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.0",
      "date": "2026-10-18T10:50:40.000Z",
      "distro": "resolute",
      "commit": "81e924f87c53b0a0b1d93c606f45e9d631727c9c",
      "fileid": "https://r2.ropensci.org/a2db57b5f92296c0e932e417cfe2664dc567ae7c5ea76d937f7d38facb252e3e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/39120554346"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.0",
      "date": "2026-10-18T10:50:36.000Z",
      "distro": "resolute",
      "commit": "81e924f87c53b0a0b1d93c606f45e9d631727c9c",
      "fileid": "https://r2.ropensci.org/53f7153194a192d50c23eebc2cf275600b84cd047bd9e96229243191e812c7f5",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/39120554346"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.0",
      "date": "2026-10-18T10:51:03.000Z",
      "commit": "81e924f87c53b0a0b1d93c606f45e9d631727c9c",
      "fileid": "https://r2.ropensci.org/fdf988fc6574ebb213fb53702cb75dab9c7f5ccc10ae7e27dc33e31ef4d2d8f3",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/39120554346"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-10-18T10:49:56.000Z",
      "commit": "81e924f87c53b0a0b1d93c606f45e9d631727c9c",
      "fileid": "https://r2.ropensci.org/69e65d35bfea9a31877600d2120c897240fd0ba105baaea8ccb23b717e6f30d0",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/39120554346"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-10-18T10:50:00.000Z",
      "commit": "81e924f87c53b0a0b1d93c606f45e9d631727c9c",
      "fileid": "https://r2.ropensci.org/a79953922aa6212183fc5676d2925e6e305a276a47afb23b3f415d38c3543e90",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/39120554346"
    }
  ]
}