{ "_id": "6ac37f5a7d74fca524f99d68", "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 ", "Description": "Ke, B. S., Chiang, A. J., & Chang, Y. C. I. (2018)\n 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": "2026-10-05 10:39:48 UTC", "User": "root" }, "Author": "Bo-Shiang Ke [cre, aut, cph],\nYuan-chin Ivan Chang [aut],\nWen-Ting Wang [aut]", "_user": "boshiangke", "_type": "src", "_file": "influenceAUC_0.1.3.tar.gz", "_fileid": "https://r2.ropensci.org/e9e83133efcb4d79a786b1bcb35f8f359dc609c79f5c6c405c12395261edc078", "_filesize": 117247, "_sha256": "e9e83133efcb4d79a786b1bcb35f8f359dc609c79f5c6c405c12395261edc078", "_expires": "2027-01-13T10:43:36.000Z", "_created": "2026-10-05T10:39:48.000Z", "_published": "2026-10-05T10:43:38.215Z", "_jobs": [ { "job": 111723857069, "time": 118, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "11340207833" }, { "job": 111723857038, "time": 153, "config": "linux-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "11340003010" }, { "job": 111723857109, "time": 180, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "11339168888" }, { "job": 111723857192, "time": 185, "config": "macos-release-arm64", "r": "4.6.1", "check": "NOTE", "artifact": "11339563617" }, { "job": 111723018538, "time": 144, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11340022569" }, { "job": 111723856978, "time": 97, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11340067823" }, { "job": 111723857101, "time": 81, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "11340642553" }, { "job": 111723857076, "time": 59, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "NOTE", "artifact": "11340017679" }, { "job": 111723857100, "time": 82, "config": "windows-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "11340457619" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/boshiangke/actions/runs/37297748198", "_status": "success", "_upstream": "https://github.com/boshiangke/influenceauc", "_commit": { "id": "b78ace93dc4f887cf5d6afca5fa5d6e0be317286", "author": "Joseph (Wen-Ting) Wang ", "committer": "GitHub ", "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 }, "_distro": "resolute", "_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", "followers": 1, "description": "An experienced data scientist who focuses on developing or revising statistical or machine-learning approaches to sort out quality control issues." }, "_downloads": { "count": 324, "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": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/influenceAUC.html", "extra/manual.pdf", "extra/readme.html", "extra/readme.md" ], "_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": "2026-10-05T10:41:35.000Z", "distro": "resolute", "commit": "b78ace93dc4f887cf5d6afca5fa5d6e0be317286", "fileid": "https://r2.ropensci.org/8b26e52ef025fe483f6272f9a85f0958e06c74dc3dcf1277482b797398a91a10", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/boshiangke/actions/runs/37297748198" }, { "r": "4.6.1", "os": "linux", "version": "0.1.3", "date": "2026-10-05T10:42:11.000Z", "distro": "resolute", "commit": "b78ace93dc4f887cf5d6afca5fa5d6e0be317286", "fileid": "https://r2.ropensci.org/caaef8e39933b3c3683e5ee3f3b3f722c1a84862f62a6cdd36698d2b32fd1a9d", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/boshiangke/actions/runs/37297748198" }, { "r": "4.5.3", "os": "mac", "version": "0.1.3", "date": "2026-10-05T10:42:30.000Z", "commit": "b78ace93dc4f887cf5d6afca5fa5d6e0be317286", "fileid": "https://r2.ropensci.org/82692c13810eba5d76d07af7afa071e4e503ccd10cd93cfc808627f85991b273", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/boshiangke/actions/runs/37297748198" }, { "r": "4.6.1", "os": "mac", "version": "0.1.3", "date": "2026-10-05T10:42:17.000Z", "commit": "b78ace93dc4f887cf5d6afca5fa5d6e0be317286", "fileid": "https://r2.ropensci.org/21cab4f8ba556375ebd1b4c7589dc802480dcce4f183af8b5229ee8670a435f5", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/boshiangke/actions/runs/37297748198" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.3", "date": "2026-10-05T10:41:41.000Z", "commit": "b78ace93dc4f887cf5d6afca5fa5d6e0be317286", "fileid": "https://r2.ropensci.org/432db8ea5ee50be9452c2580bdaec297813a8bb046f1834d6d06aeef7c8091aa", "status": "success", "buildurl": "https://github.com/r-universe/boshiangke/actions/runs/37297748198" }, { "r": "4.7.0", "os": "win", "version": "0.1.3", "date": "2026-10-05T10:40:52.000Z", "commit": "b78ace93dc4f887cf5d6afca5fa5d6e0be317286", "fileid": "https://r2.ropensci.org/c39a9b67f086c88e01130fdca2d38ffaf49190725893fb6d9e4ad0f30ba38acb", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/boshiangke/actions/runs/37297748198" }, { "r": "4.5.3", "os": "win", "version": "0.1.3", "date": "2026-10-05T10:40:46.000Z", "commit": "b78ace93dc4f887cf5d6afca5fa5d6e0be317286", "fileid": "https://r2.ropensci.org/aa0a9ab4a826356e11bd016c203bc925c4f0633775af86985a9b523e7cdf0e97", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/boshiangke/actions/runs/37297748198" }, { "r": "4.6.1", "os": "win", "version": "0.1.3", "date": "2026-10-05T10:40:53.000Z", "commit": "b78ace93dc4f887cf5d6afca5fa5d6e0be317286", "fileid": "https://r2.ropensci.org/f97d20ca7073faf1a1eae732d27f809a63606b6580d22e81cc9ff4d23474d37b", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/boshiangke/actions/runs/37297748198" } ] }