{
  "_id": "6acf3a4bd9de2f3f33fc955f",
  "Package": "ExhaustiveSearch",
  "Type": "Package",
  "Title": "A Fast and Scalable Exhaustive Feature Selection Framework",
  "Version": "1.0.2",
  "Authors@R": "c(person(given = \"Rudolf\",\nfamily = \"Jagdhuber\",\nrole = c(\"aut\", \"cre\"),\nemail = \"r.jagdhuber@gmail.com\"),\nperson(given = \"Jorge\",\nfamily = \"Nocedal\",\nrole = \"cph\",\ncomment = \"lbfgs c library\"),\nperson(given = \"Naoaki\",\nfamily = \"Okazaki\",\nrole = \"cph\",\ncomment = \"lbfgs c library\"))",
  "Description": "The goal of this package is to provide an easy to use,\nfast and scalable exhaustive search framework. Exhaustive\nfeature selections typically require a very large number of\nmodels to be fitted and evaluated. Execution speed and memory\nmanagement are crucial factors here. This package provides\nsolutions for both. Execution speed is optimized by using a\nmulti-threaded C++ backend, and memory issues are solved by by\nonly storing the best results during execution and thus keeping\nmemory usage constant.",
  "License": "GPL (>= 3)",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.3.3",
  "Roxygen": "list(markdown = TRUE)",
  "URL": "https://github.com/RudolfJagdhuber/ExhaustiveSearch",
  "BugReports": "https://github.com/RudolfJagdhuber/ExhaustiveSearch/issues",
  "Repository": "https://rudolfjagdhuber.r-universe.dev",
  "Date/Publication": "2025-09-19 12:59:32 UTC",
  "RemoteUrl": "https://github.com/rudolfjagdhuber/exhaustivesearch",
  "RemoteRef": "HEAD",
  "RemoteSha": "8850d71b0d5748b3cc644a08ac8bf2ac901bc77e",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-10-14 07:55:20 UTC",
    "User": "root"
  },
  "Author": "Rudolf Jagdhuber [aut, cre],\nJorge Nocedal [cph] (lbfgs c library),\nNaoaki Okazaki [cph] (lbfgs c library)",
  "Maintainer": "Rudolf Jagdhuber <r.jagdhuber@gmail.com>",
  "_user": "rudolfjagdhuber",
  "_type": "src",
  "_file": "ExhaustiveSearch_1.0.2.tar.gz",
  "_fileid": "https://r2.ropensci.org/4560ba5e695f33574f278becd1a679699cf7a6fc544ba0a1b0db6dee7f48a7e3",
  "_filesize": 153049,
  "_sha256": "4560ba5e695f33574f278becd1a679699cf7a6fc544ba0a1b0db6dee7f48a7e3",
  "_expires": "2027-01-22T08:16:09.000Z",
  "_created": "2026-10-14T07:55:20.000Z",
  "_published": "2026-10-14T08:16:11.002Z",
  "_buildurl": "https://github.com/r-universe/rudolfjagdhuber/actions/runs/38531233738",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 115744506608,
      "time": 88,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11878536637"
    },
    {
      "job": 115744506541,
      "time": 97,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11878706005"
    },
    {
      "job": 115744506646,
      "time": 90,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11877513692"
    },
    {
      "job": 115744506400,
      "time": 109,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11878088428"
    },
    {
      "job": 115744506418,
      "time": 115,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11878703952"
    },
    {
      "job": 115744506553,
      "time": 415,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11878805146"
    },
    {
      "job": 115744506404,
      "time": 138,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11879156211"
    },
    {
      "job": 115744506420,
      "time": 360,
      "config": "macos-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11877924847"
    },
    {
      "job": 115743571025,
      "time": 153,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11877867650"
    },
    {
      "job": 115744506336,
      "time": 88,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11878437094"
    },
    {
      "job": 115744506457,
      "time": 378,
      "config": "windows-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11878760365"
    },
    {
      "job": 115744506781,
      "time": 152,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11877678379"
    },
    {
      "job": 115744506515,
      "time": 90,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11877439417"
    },
    {
      "job": 115744506644,
      "time": 362,
      "config": "windows-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11878308222"
    },
    {
      "job": 115744506458,
      "time": 105,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11878667311"
    }
  ],
  "_upstream": "https://github.com/rudolfjagdhuber/exhaustivesearch",
  "_commit": {
    "id": "8850d71b0d5748b3cc644a08ac8bf2ac901bc77e",
    "author": "Dr. Rudolf Jagdhuber <42039093+RudolfJagdhuber@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Merge pull request #19 from RudolfJagdhuber/18-drop-cpp11-specification\n\nv1.0.2 release on CRAN",
    "time": 1758286772
  },
  "_maintainer": {
    "name": "Rudolf Jagdhuber",
    "email": "r.jagdhuber@gmail.com"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "role": "Imports"
    },
    {
      "package": "mlbench",
      "role": "Suggests"
    }
  ],
  "_owner": "rudolfjagdhuber",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_topics": [
    "aic",
    "exhaustive-search",
    "feature-selection",
    "linear-regression",
    "logistic-regression",
    "machine-learning",
    "model-selection",
    "mse",
    "openblas",
    "cpp"
  ],
  "_stars": 4,
  "_contributors": [
    {
      "user": "rudolfjagdhuber",
      "count": 14,
      "uuid": 42039093
    }
  ],
  "_userbio": {
    "uuid": 42039093,
    "type": "user",
    "name": "Dr. Rudolf Jagdhuber",
    "followers": 5,
    "description": "Hi, I am Rudi, a Data Scientist and Software Developer.\r\nThis is where i store my official and experimental personal projects."
  },
  "_downloads": {
    "count": 296,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ExhaustiveSearch"
  },
  "_mentions": 2,
  "_devurl": "https://github.com/rudolfjagdhuber/exhaustivesearch",
  "_searchresults": 4,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/ExhaustiveSearch.html",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_homeurl": "https://github.com/rudolfjagdhuber/exhaustivesearch",
  "_realowner": "rudolfjagdhuber",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2021-01-15"
    },
    {
      "version": "1.0.1",
      "date": "2021-01-18"
    },
    {
      "version": "1.0.2",
      "date": "2025-09-19"
    }
  ],
  "_exports": [
    "ExhaustiveSearch",
    "getFeatures",
    "resultTable"
  ],
  "_help": [
    {
      "page": "ExhaustiveSearch",
      "title": "Exhaustive feature selection",
      "topics": [
        "ExhaustiveSearch"
      ]
    },
    {
      "page": "getFeatures",
      "title": "Extract the feature sets from an ExhaustiveSearch object",
      "topics": [
        "getFeatures"
      ]
    },
    {
      "page": "print.ExhaustiveSearch",
      "title": "Print ExhaustiveSearch",
      "topics": [
        "print.ExhaustiveSearch"
      ]
    },
    {
      "page": "resultTable",
      "title": "Overview of the top exhaustive search results",
      "topics": [
        "resultTable"
      ]
    }
  ],
  "_pkglogo": "https://github.com/rudolfjagdhuber/exhaustivesearch/raw/HEAD/man/figures/logo.svg",
  "_readme": "https://github.com/rudolfjagdhuber/exhaustivesearch/raw/HEAD/README.md",
  "_rundeps": [
    "Rcpp",
    "RcppArmadillo"
  ],
  "_sysdeps": [
    {
      "shlib": "liblapack",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.32+ds-5",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libblas",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.32+ds-5",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_score": 3.6020599913279625,
  "_indexed": true,
  "_nocasepkg": "exhaustivesearch",
  "_universes": [
    "rudolfjagdhuber"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.2",
      "date": "2026-10-14T07:56:58.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "8850d71b0d5748b3cc644a08ac8bf2ac901bc77e",
      "fileid": "https://r2.ropensci.org/02a2b223bc2ccf36103aa31d05ad793218094ca22490c4b12c2158d256115450",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rudolfjagdhuber/actions/runs/38531233738"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.2",
      "date": "2026-10-14T07:57:04.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "8850d71b0d5748b3cc644a08ac8bf2ac901bc77e",
      "fileid": "https://r2.ropensci.org/20de206e83ab6f89f07c018b80a9c0eeba97c0776d617064b330d393fce988fa",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rudolfjagdhuber/actions/runs/38531233738"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.2",
      "date": "2026-10-14T07:57:01.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "8850d71b0d5748b3cc644a08ac8bf2ac901bc77e",
      "fileid": "https://r2.ropensci.org/96f816b2fcc96c99ff8f603ebacf123e10b1ebf610cd0464974d19a822abbb59",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rudolfjagdhuber/actions/runs/38531233738"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.2",
      "date": "2026-10-14T07:57:14.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "8850d71b0d5748b3cc644a08ac8bf2ac901bc77e",
      "fileid": "https://r2.ropensci.org/5290660347d1e7477af7b8ebea775ca6a022f40cf2a191cac4fdaa061c185fd7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rudolfjagdhuber/actions/runs/38531233738"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.2",
      "date": "2026-10-14T08:11:45.000Z",
      "arch": "aarch64",
      "commit": "8850d71b0d5748b3cc644a08ac8bf2ac901bc77e",
      "fileid": "https://r2.ropensci.org/75ece2a398715a7d66b7ad5703b7d4c1fb457f2d1b33755d0345d4f0cf37c7af",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rudolfjagdhuber/actions/runs/38531233738"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.2",
      "date": "2026-10-14T08:01:48.000Z",
      "arch": "x86_64",
      "commit": "8850d71b0d5748b3cc644a08ac8bf2ac901bc77e",
      "fileid": "https://r2.ropensci.org/36861eb94187b597100caa9b136d158faa68afa9e9ec8b16f568f2bea434cacb",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rudolfjagdhuber/actions/runs/38531233738"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.0.2",
      "date": "2026-10-14T08:15:12.000Z",
      "arch": "aarch64",
      "commit": "8850d71b0d5748b3cc644a08ac8bf2ac901bc77e",
      "fileid": "https://r2.ropensci.org/8c8a820a82abd94cabc2075ff01ff810c494551c30a4f8864aa3a4220eb50aad",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rudolfjagdhuber/actions/runs/38531233738"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.0.2",
      "date": "2026-10-14T07:59:32.000Z",
      "arch": "x86_64",
      "commit": "8850d71b0d5748b3cc644a08ac8bf2ac901bc77e",
      "fileid": "https://r2.ropensci.org/d2d8118bba439bcf596cffbce228eaebda003244d037ab3b7a0728bc1aca2eab",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rudolfjagdhuber/actions/runs/38531233738"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.2",
      "date": "2026-10-14T07:57:15.000Z",
      "arch": "emscripten",
      "commit": "8850d71b0d5748b3cc644a08ac8bf2ac901bc77e",
      "fileid": "https://r2.ropensci.org/4fcc96a49d5bbf7ae0c721939a65f2ec921f0bc3fd22c3accfee33d413544313",
      "status": "success",
      "buildurl": "https://github.com/r-universe/rudolfjagdhuber/actions/runs/38531233738"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.2",
      "date": "2026-10-14T08:00:59.000Z",
      "arch": "aarch64",
      "commit": "8850d71b0d5748b3cc644a08ac8bf2ac901bc77e",
      "fileid": "https://r2.ropensci.org/6d2331080ddf7e149c4c947ff44ae600392b25628a135e3d8bf2d23abd8368f4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rudolfjagdhuber/actions/runs/38531233738"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.2",
      "date": "2026-10-14T07:56:41.000Z",
      "arch": "x86_64",
      "commit": "8850d71b0d5748b3cc644a08ac8bf2ac901bc77e",
      "fileid": "https://r2.ropensci.org/fc318763d400496f621657ddc19813b013cadd6ae7f638d73bdda358479645ca",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rudolfjagdhuber/actions/runs/38531233738"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0.2",
      "date": "2026-10-14T07:56:34.000Z",
      "arch": "x86_64",
      "commit": "8850d71b0d5748b3cc644a08ac8bf2ac901bc77e",
      "fileid": "https://r2.ropensci.org/ce045fbc8e98c55ae7c7b11348ada98e0262d46e9d1099b0efca42bfed0f723c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rudolfjagdhuber/actions/runs/38531233738"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.2",
      "date": "2026-10-14T08:00:40.000Z",
      "arch": "aarch64",
      "commit": "8850d71b0d5748b3cc644a08ac8bf2ac901bc77e",
      "fileid": "https://r2.ropensci.org/984a32d0275463fbd437f2f0dc81cdcab5b772cfb1cb332b259b32dbbe022ffc",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rudolfjagdhuber/actions/runs/38531233738"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.2",
      "date": "2026-10-14T07:56:32.000Z",
      "arch": "x86_64",
      "commit": "8850d71b0d5748b3cc644a08ac8bf2ac901bc77e",
      "fileid": "https://r2.ropensci.org/36fea9bfb4df489b7cc0d89336382013ee30d5b3064984448da86964dbeeed9e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rudolfjagdhuber/actions/runs/38531233738"
    }
  ]
}