{
  "_id": "6a254a724b233be19839bf08",
  "Package": "influenceAUC",
  "Type": "Package",
  "Title": "Identify Influential Observations in Binary Classification",
  "Version": "0.1.3",
  "Authors@R": "c( \nperson(\"Bo-Shiang\", \"Ke\", email = \"naivete0907@gmail.com\", role = c(\"cre\", \"aut\", \"cph\")),\nperson(\"Yuan-chin Ivan\", \"Chang\", email = \"ycchang@sinica.edu.tw\", role = \"aut\"),\nperson(\"Wen-Ting\", \"Wang\", email = \"egpivo@gmail.com\", role = \"aut\")\n)",
  "Maintainer": "Bo-Shiang Ke <naivete0907@gmail.com>",
  "Description": "Ke, B. S., Chiang, A. J., & Chang, Y. C. I. (2018)\n<doi:10.1080/10543406.2017.1377728> provide two theoretical\nmethods (influence function and local influence) based on the\narea under the receiver operating characteristic curve (AUC) to\nquantify the numerical impact of each observation to the\noverall AUC. Alternative graphical tools, cumulative lift\ncharts, are proposed to reveal the existences and approximate\nlocations of those influential observations through data\nvisualization.",
  "License": "GPL-3",
  "BugReports": "https://github.com/BoShiangKe/InfluenceAUC/issues",
  "URL": "https://boshiangke.github.io/InfluenceAUC/",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.1.0",
  "Repository": "https://boshiangke.r-universe.dev",
  "Date/Publication": "2026-02-07 02:17:11 UTC",
  "RemoteUrl": "https://github.com/boshiangke/influenceauc",
  "RemoteRef": "HEAD",
  "RemoteSha": "b78ace93dc4f887cf5d6afca5fa5d6e0be317286",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-07 10:36:15 UTC",
    "User": "root"
  },
  "Author": "Bo-Shiang Ke [cre, aut, cph],\nYuan-chin Ivan Chang [aut],\nWen-Ting Wang [aut]",
  "MD5sum": "0b01e0d142da5070da032b435810eca3",
  "_user": "boshiangke",
  "_type": "src",
  "_file": "influenceAUC_0.1.3.tar.gz",
  "_fileid": "d206e5fb5f2da0a0c5b54f61b457f4e58dd739a743a67a08ff40741ef19578cf",
  "_filesize": 115943,
  "_sha256": "d206e5fb5f2da0a0c5b54f61b457f4e58dd739a743a67a08ff40741ef19578cf",
  "_created": "2026-06-07T10:36:15.000Z",
  "_published": "2026-06-07T10:39:46.461Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79951943626,
      "time": 112,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7463315670"
    },
    {
      "job": 79951943632,
      "time": 131,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7463317802"
    },
    {
      "job": 79951943631,
      "time": 178,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7463320094"
    },
    {
      "job": 79951943635,
      "time": 148,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7463316931"
    },
    {
      "job": 79951803572,
      "time": 149,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7463302893"
    },
    {
      "job": 79951943630,
      "time": 100,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7463314308"
    },
    {
      "job": 79951943634,
      "time": 96,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7463313827"
    },
    {
      "job": 79951943638,
      "time": 80,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7463312091"
    },
    {
      "job": 79951943642,
      "time": 84,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7463312520"
    }
  ],
  "_buildurl": "https://github.com/r-universe/boshiangke/actions/runs/27090028168",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/boshiangke/influenceauc",
  "_commit": {
    "id": "b78ace93dc4f887cf5d6afca5fa5d6e0be317286",
    "author": "Joseph (Wen-Ting) Wang <egpivo@gmail.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "CHG: refine the journal name",
    "time": 1770430631
  },
  "_maintainer": {
    "name": "Bo-Shiang Ke",
    "email": "naivete0907@gmail.com",
    "login": "boshiangke",
    "description": "An experienced data scientist who focuses on developing or revising statistical or machine-learning approaches to sort out quality control issues.",
    "uuid": 28915269
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.6",
      "role": "Depends"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "geigen",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "ggrepel",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "ROCR",
      "role": "Imports"
    }
  ],
  "_owner": "boshiangke",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-06",
      "n": 1
    }
  ],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "boshiangke",
      "count": 31,
      "uuid": 28915269
    },
    {
      "user": "egpivo",
      "count": 13,
      "uuid": 7146349
    },
    {
      "user": "olivroy",
      "count": 2,
      "uuid": 52606734
    }
  ],
  "_userbio": {
    "uuid": 28915269,
    "type": "user",
    "name": "Bo-Shiang Ke",
    "description": "An experienced data scientist who focuses on developing or revising statistical or machine-learning approaches to sort out quality control issues."
  },
  "_downloads": {
    "count": 138,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/influenceAUC"
  },
  "_devurl": "https://github.com/boshiangke/influenceauc",
  "_pkgdown": "https://boshiangke.github.io/InfluenceAUC/",
  "_searchresults": 0,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/influenceAUC.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/boshiangke/influenceauc",
  "_realowner": "boshiangke",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2020-01-31"
    },
    {
      "version": "0.1.1",
      "date": "2020-02-19"
    },
    {
      "version": "0.1.2",
      "date": "2020-05-30"
    }
  ],
  "_exports": [
    "IAUC",
    "ICLC",
    "LAUC",
    "pinpoint"
  ],
  "_help": [
    {
      "page": "IAUC",
      "title": "Influence Functions On AUC",
      "topics": [
        "IAUC"
      ]
    },
    {
      "page": "ICLC",
      "title": "Cumulative Lift Charts",
      "topics": [
        "ICLC"
      ]
    },
    {
      "page": "LAUC",
      "title": "Local Influence Approaches On AUC",
      "topics": [
        "LAUC"
      ]
    },
    {
      "page": "pinpoint",
      "title": "Determine Identified Influential Cases",
      "topics": [
        "pinpoint"
      ]
    },
    {
      "page": "plot.IAUC",
      "title": "Visualize IAUC result",
      "topics": [
        "plot.IAUC"
      ]
    },
    {
      "page": "plot.ICLC",
      "title": "Visualize ICLC results",
      "topics": [
        "plot.ICLC"
      ]
    },
    {
      "page": "plot.LAUC",
      "title": "Visualize LAUC results",
      "topics": [
        "plot.LAUC"
      ]
    },
    {
      "page": "print.IAUC",
      "title": "Show IAUC results",
      "topics": [
        "print.IAUC"
      ]
    },
    {
      "page": "print.LAUC",
      "title": "Show LAUC results",
      "topics": [
        "print.LAUC"
      ]
    }
  ],
  "_readme": "https://github.com/boshiangke/influenceauc/raw/HEAD/README.md",
  "_rundeps": [
    "bitops",
    "caTools",
    "cli",
    "cpp11",
    "dplyr",
    "farver",
    "geigen",
    "generics",
    "ggplot2",
    "ggrepel",
    "glue",
    "gplots",
    "gtable",
    "gtools",
    "isoband",
    "KernSmooth",
    "labeling",
    "lifecycle",
    "magrittr",
    "pillar",
    "pkgconfig",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "rlang",
    "ROCR",
    "S7",
    "scales",
    "tibble",
    "tidyselect",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr"
  ],
  "_score": 3,
  "_indexed": true,
  "_nocasepkg": "influenceauc",
  "_universes": [
    "boshiangke"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.3",
      "date": "2026-06-07T10:37:57.000Z",
      "distro": "noble",
      "commit": "b78ace93dc4f887cf5d6afca5fa5d6e0be317286",
      "fileid": "c24a695a49d59e0b816c4da0290f9b626acfe8681bcdd06558d48336b8cb4ec1",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/boshiangke/actions/runs/27090028168"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.3",
      "date": "2026-06-07T10:38:14.000Z",
      "distro": "noble",
      "commit": "b78ace93dc4f887cf5d6afca5fa5d6e0be317286",
      "fileid": "2f019f444d25bcecb58d88dfc766463d3dfd09cac9fa720de392e5bde13a0fa4",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/boshiangke/actions/runs/27090028168"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.3",
      "date": "2026-06-07T10:38:43.000Z",
      "commit": "b78ace93dc4f887cf5d6afca5fa5d6e0be317286",
      "fileid": "b0b6ff04d23a19467e347d8fb53e621d46ca39cf90f79651a84cd324fc5edb94",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/boshiangke/actions/runs/27090028168"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.3",
      "date": "2026-06-07T10:38:13.000Z",
      "commit": "b78ace93dc4f887cf5d6afca5fa5d6e0be317286",
      "fileid": "13b6dfa18f66089c0f9356d9c2f19a461b93bf038840c6f40766ac319cc3febe",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/boshiangke/actions/runs/27090028168"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.3",
      "date": "2026-06-07T10:38:11.000Z",
      "commit": "b78ace93dc4f887cf5d6afca5fa5d6e0be317286",
      "fileid": "49ca9c5282eecd1725306492c628867cd77f48472b0b55d986eca5edb771f2a5",
      "status": "success",
      "buildurl": "https://github.com/r-universe/boshiangke/actions/runs/27090028168"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.3",
      "date": "2026-06-07T10:37:33.000Z",
      "commit": "b78ace93dc4f887cf5d6afca5fa5d6e0be317286",
      "fileid": "34afe634da3c2d6364cc627877af341b45f6d2f77328c83bd64cb7ad8fd34048",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/boshiangke/actions/runs/27090028168"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.3",
      "date": "2026-06-07T10:37:20.000Z",
      "commit": "b78ace93dc4f887cf5d6afca5fa5d6e0be317286",
      "fileid": "7d73db46ba028f774f3a140b5681d23490242d68d08c29faec2fbf970a22a780",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/boshiangke/actions/runs/27090028168"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.1.3",
      "date": "2026-06-07T10:37:23.000Z",
      "commit": "b78ace93dc4f887cf5d6afca5fa5d6e0be317286",
      "fileid": "adba9c3944443f766389123a5e680c3453d7c85759f3c10cd2f7d9ad72f7fe7f",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/boshiangke/actions/runs/27090028168"
    }
  ]
}