{
  "_id": "6a2d0e743efcd9bda42eff6c",
  "Package": "aum",
  "Type": "Package",
  "Title": "Area Under Minimum of False Positives and Negatives",
  "Version": "2024.6.19",
  "Authors@R": "c(\nperson(\"Toby Dylan\", \"Hocking\",\nemail=\"toby.hocking@r-project.org\",\nrole=c(\"aut\", \"cre\")),\nperson(\"Jadon\", \"Fowler\",\nrole=\"aut\",\ncomment=\"Contributed exact line search C++ code\"))",
  "Description": "Efficient algorithms\n<https://jmlr.org/papers/v24/21-0751.html> for computing Area\nUnder Minimum, directional derivatives, and line search\noptimization of a linear model, with objective defined as\neither max Area Under the Curve or min Area Under Minimum.",
  "License": "GPL-3",
  "URL": "https://github.com/tdhock/aum",
  "BugReports": "https://github.com/tdhock/aum/issues",
  "VignetteBuilder": "knitr",
  "Repository": "https://tdhock.r-universe.dev",
  "Date/Publication": "2024-10-23 13:00:19 UTC",
  "RemoteUrl": "https://github.com/tdhock/aum",
  "RemoteRef": "HEAD",
  "RemoteSha": "13d4b00ffecfe75bec6c2e49e5ed00e8fa57e1e3",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-06-13 07:57:09 UTC",
    "User": "root"
  },
  "Author": "Toby Dylan Hocking [aut, cre],\nJadon Fowler [aut] (Contributed exact line search C++ code)",
  "Maintainer": "Toby Dylan Hocking <toby.hocking@r-project.org>",
  "MD5sum": "657d31ee9ef7aebf9432fb5c542697b5",
  "_user": "tdhock",
  "_type": "src",
  "_file": "aum_2024.6.19.tar.gz",
  "_fileid": "3a1e5a1c1259187a7b9f889a9dcdf39b7cbecd104dcb61fdc605396bc23eef09",
  "_filesize": 397232,
  "_sha256": "3a1e5a1c1259187a7b9f889a9dcdf39b7cbecd104dcb61fdc605396bc23eef09",
  "_created": "2026-06-13T07:57:09.000Z",
  "_published": "2026-06-13T08:01:56.764Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 81174606023,
      "time": 139,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7608866983"
    },
    {
      "job": 81174606029,
      "time": 143,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7608867401"
    },
    {
      "job": 81174606019,
      "time": 142,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7608867354"
    },
    {
      "job": 81174606026,
      "time": 149,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7608867978"
    },
    {
      "job": 81174606025,
      "time": 101,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7608862194"
    },
    {
      "job": 81174606006,
      "time": 212,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7608875867"
    },
    {
      "job": 81174606018,
      "time": 99,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7608862064"
    },
    {
      "job": 81174606003,
      "time": 244,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7608879793"
    },
    {
      "job": 81174410607,
      "time": 196,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7608849787"
    },
    {
      "job": 81174605982,
      "time": 106,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7608862917"
    },
    {
      "job": 81174605999,
      "time": 136,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7608866581"
    },
    {
      "job": 81174605992,
      "time": 118,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7608865008"
    },
    {
      "job": 81174605995,
      "time": 107,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7608862858"
    }
  ],
  "_buildurl": "https://github.com/r-universe/tdhock/actions/runs/27460917205",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/tdhock/aum",
  "_commit": {
    "id": "13d4b00ffecfe75bec6c2e49e5ed00e8fa57e1e3",
    "author": "Toby Dylan Hocking <tdhock5@gmail.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Update README.org",
    "time": 1729688419
  },
  "_maintainer": {
    "name": "Toby Dylan Hocking",
    "email": "toby.hocking@r-project.org",
    "login": "tdhock",
    "description": "",
    "uuid": 932850
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "role": "Imports"
    },
    {
      "package": "data.table",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "kernlab",
      "role": "Suggests"
    },
    {
      "package": "nc",
      "role": "Suggests"
    },
    {
      "package": "ggplot2",
      "role": "Suggests"
    },
    {
      "package": "WeightedROC",
      "role": "Suggests"
    },
    {
      "package": "penaltyLearning",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "markdown",
      "role": "Suggests"
    },
    {
      "package": "mlbench",
      "role": "Suggests"
    },
    {
      "package": "directlabels",
      "role": "Suggests"
    },
    {
      "package": "microbenchmark",
      "role": "Suggests"
    },
    {
      "package": "covr",
      "role": "Suggests"
    },
    {
      "package": "atime",
      "role": "Suggests"
    },
    {
      "package": "ggrepel",
      "role": "Suggests"
    }
  ],
  "_owner": "tdhock",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 2,
  "_contributors": [
    {
      "user": "tdhock",
      "count": 146,
      "uuid": 932850
    },
    {
      "user": "phase",
      "count": 5,
      "uuid": 7685133
    }
  ],
  "_userbio": {
    "uuid": 932850,
    "type": "user",
    "name": "Toby Dylan Hocking"
  },
  "_downloads": {
    "count": 661,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/aum"
  },
  "_devurl": "https://github.com/tdhock/aum",
  "_searchresults": 5,
  "_topics": [
    "cpp"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/aum.html",
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/tdhock/aum",
  "_realowner": "tdhock",
  "_cranurl": true,
  "_releases": [
    {
      "version": "2022.2.7",
      "date": "2022-02-08"
    },
    {
      "version": "2023.4.4",
      "date": "2023-04-05"
    },
    {
      "version": "2023.6.14",
      "date": "2023-06-14"
    },
    {
      "version": "2024.6.19",
      "date": "2024-06-20"
    }
  ],
  "_exports": [
    "aum",
    "aum_diffs",
    "aum_diffs_binary",
    "aum_diffs_penalty",
    "aum_errors",
    "aum_line_search",
    "aum_line_search_grid",
    "aum_linear_model_cv"
  ],
  "_datasets": [
    {
      "name": "fn.not.zero",
      "title": "Penalized models with non-zero fn at penalty=0",
      "object": "fn.not.zero",
      "file": "fn.not.zero.RData",
      "class": [
        "data.table",
        "data.frame"
      ],
      "fields": [
        "example",
        "min.lambda",
        "max.lambda",
        "fp",
        "fn"
      ],
      "rows": 156,
      "table": true,
      "tojson": true
    },
    {
      "name": "neg.zero.fp",
      "title": "Negative zero FP",
      "object": "neg.zero.fp",
      "file": "neg.zero.fp.RData",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "aum",
      "title": "aum",
      "topics": [
        "aum"
      ]
    },
    {
      "page": "aum_diffs",
      "title": "aum diffs",
      "topics": [
        "aum_diffs"
      ]
    },
    {
      "page": "aum_diffs_binary",
      "title": "aum diffs binary",
      "topics": [
        "aum_diffs_binary"
      ]
    },
    {
      "page": "aum_diffs_penalty",
      "title": "aum diffs penalty",
      "topics": [
        "aum_diffs_penalty"
      ]
    },
    {
      "page": "aum_errors",
      "title": "aum errors",
      "topics": [
        "aum_errors"
      ]
    },
    {
      "page": "aum_line_search",
      "title": "aum line search",
      "topics": [
        "aum_line_search"
      ]
    },
    {
      "page": "aum_line_search_grid",
      "title": "aum line search grid",
      "topics": [
        "aum_line_search_grid"
      ]
    },
    {
      "page": "aum_linear_model",
      "title": "aum linear model",
      "topics": [
        "aum_linear_model"
      ]
    },
    {
      "page": "aum_linear_model_cv",
      "title": "aum linear model cv",
      "topics": [
        "aum_linear_model_cv"
      ]
    },
    {
      "page": "aum_linear_model_ls",
      "title": "aum linear model ls",
      "topics": [
        "aum_linear_model_ls"
      ]
    },
    {
      "page": "fn.not.zero",
      "title": "Penalized models with non-zero fn at penalty=0",
      "topics": [
        "fn.not.zero"
      ]
    },
    {
      "page": "neg.zero.fp",
      "title": "Negative zero FP",
      "topics": [
        "neg.zero.fp"
      ]
    },
    {
      "page": "plot.aum_diffs",
      "title": "plot aum diffs",
      "topics": [
        "plot.aum_diffs"
      ]
    },
    {
      "page": "plot.aum_line_search",
      "title": "plot aum line search",
      "topics": [
        "plot.aum_line_search"
      ]
    },
    {
      "page": "plot.aum_line_search_grid",
      "title": "plot aum line search grid",
      "topics": [
        "plot.aum_line_search_grid"
      ]
    },
    {
      "page": "set_loss_plot",
      "title": "set loss plot",
      "topics": [
        "set_loss_plot"
      ]
    }
  ],
  "_rundeps": [
    "data.table",
    "Rcpp"
  ],
  "_sysdeps": [
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "14.2.0-4ubuntu2~24.04.1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_vignettes": [
    {
      "source": "speed-comparison.Rmd",
      "filename": "speed-comparison.html",
      "title": "Speed comparison",
      "engine": "knitr::knitr",
      "headings": [
        "Speed comparison",
        "Neuroblastoma data",
        "R implementation",
        "Synthetic data"
      ],
      "created": "2021-02-15 22:38:18",
      "modified": "2023-04-10 23:07:30",
      "commits": 9
    }
  ],
  "_score": 3.3010299956639813,
  "_indexed": true,
  "_nocasepkg": "aum",
  "_universes": [
    "tdhock"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "2024.6.19",
      "date": "2026-06-13T07:59:20.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "13d4b00ffecfe75bec6c2e49e5ed00e8fa57e1e3",
      "fileid": "2e0a81a4b4de8f5ade5b3ffab8d6c3cb84f8eb94e3ef5f3dfe5e202cac341b0d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tdhock/actions/runs/27460917205"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "2024.6.19",
      "date": "2026-06-13T07:59:19.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "13d4b00ffecfe75bec6c2e49e5ed00e8fa57e1e3",
      "fileid": "8e453789864963c4bee19776701a8f030e93b1f6adf36b23410109c261139dac",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tdhock/actions/runs/27460917205"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "2024.6.19",
      "date": "2026-06-13T07:59:24.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "13d4b00ffecfe75bec6c2e49e5ed00e8fa57e1e3",
      "fileid": "0d37ee85c5f6e6e920ce523a67e98c116ec223bc6d1f774a0e37a186ecd0167b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tdhock/actions/runs/27460917205"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "2024.6.19",
      "date": "2026-06-13T07:59:22.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "13d4b00ffecfe75bec6c2e49e5ed00e8fa57e1e3",
      "fileid": "e7b93cb9b7da20a7872855f6dcf99a9e02204b5726a980f1b96d6f7293ecc81d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tdhock/actions/runs/27460917205"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "2024.6.19",
      "date": "2026-06-13T07:58:44.000Z",
      "arch": "aarch64",
      "commit": "13d4b00ffecfe75bec6c2e49e5ed00e8fa57e1e3",
      "fileid": "8817e2e2ce1a0ef0b2dd116fa56c89ef648b521a73704eb616c2649fbc1f6ad8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tdhock/actions/runs/27460917205"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "2024.6.19",
      "date": "2026-06-13T08:00:11.000Z",
      "arch": "x86_64",
      "commit": "13d4b00ffecfe75bec6c2e49e5ed00e8fa57e1e3",
      "fileid": "c29904dbb070f40cfafd5f965623069c196ccc790c4604fbe78c8f96d14510be",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tdhock/actions/runs/27460917205"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "2024.6.19",
      "date": "2026-06-13T07:58:45.000Z",
      "arch": "aarch64",
      "commit": "13d4b00ffecfe75bec6c2e49e5ed00e8fa57e1e3",
      "fileid": "b774be3a3c2ab1d7edddc80dceca2631fd891991edb878a761cdd4d84e02d64e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tdhock/actions/runs/27460917205"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "2024.6.19",
      "date": "2026-06-13T08:00:08.000Z",
      "arch": "x86_64",
      "commit": "13d4b00ffecfe75bec6c2e49e5ed00e8fa57e1e3",
      "fileid": "293cc27366d95f937b69bae2f9c236ab37b5cd2ba114636518cb17455db91589",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tdhock/actions/runs/27460917205"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "2024.6.19",
      "date": "2026-06-13T07:59:10.000Z",
      "arch": "emscripten",
      "commit": "13d4b00ffecfe75bec6c2e49e5ed00e8fa57e1e3",
      "fileid": "3cb7042e29f9aed4a7d2505d716d23a4a63fb2864be534304a755a866b2c5c81",
      "status": "success",
      "buildurl": "https://github.com/r-universe/tdhock/actions/runs/27460917205"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "2024.6.19",
      "date": "2026-06-13T07:58:45.000Z",
      "arch": "x86_64",
      "commit": "13d4b00ffecfe75bec6c2e49e5ed00e8fa57e1e3",
      "fileid": "6059ea6934e8fd2df9815b13e05c60d626e042b3aee44b2b1c4df2a4099a52b7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tdhock/actions/runs/27460917205"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "2024.6.19",
      "date": "2026-06-13T07:58:39.000Z",
      "arch": "x86_64",
      "commit": "13d4b00ffecfe75bec6c2e49e5ed00e8fa57e1e3",
      "fileid": "397d1ff1a1e53ab7e57b8bf98d2b43cbd7f1b0a1fc7da52f293256ff2cb7c7dd",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tdhock/actions/runs/27460917205"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "2024.6.19",
      "date": "2026-06-13T07:58:20.000Z",
      "arch": "x86_64",
      "commit": "13d4b00ffecfe75bec6c2e49e5ed00e8fa57e1e3",
      "fileid": "111f4e5878d0f4562d09a014f274a67ac972b0b4b22ebea11327c88f09e8e40b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tdhock/actions/runs/27460917205"
    }
  ]
}