{
  "_id": "6a2518f44b233be19838cc56",
  "Package": "brif",
  "Type": "Package",
  "Title": "A Tree and Forest Tool for Classification and Regression",
  "Version": "1.4.1",
  "Date": "2023-01-29",
  "Authors@R": "person(given = \"Yanchao\", family = \"Liu\", role = c(\"aut\", \"cre\"), email = \"yanchaoliu@wayne.edu\", comment = c(ORCID = \"0000-0002-3256-9336\"))",
  "Maintainer": "Yanchao Liu <yanchaoliu@wayne.edu>",
  "Description": "Build decision trees and random forests for classification\nand regression. The implementation strikes a balance between\nminimizing computing efforts and maximizing the expected\npredictive accuracy, thus scales well to large data sets.\nMulti-threading is available through 'OpenMP'\n<https://gcc.gnu.org/wiki/openmp>.",
  "License": "GPL (>= 2)",
  "RoxygenNote": "7.2.3",
  "Encoding": "UTF-8",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-06-07 06:59:57 UTC",
    "User": "root"
  },
  "Author": "Yanchao Liu [aut, cre]\n(<https://orcid.org/0000-0002-3256-9336>)",
  "Repository": "https://profyliu.r-universe.dev",
  "Date/Publication": "2023-01-29 21:50:06 UTC",
  "RemoteUrl": "https://github.com/cran/brif",
  "RemoteRef": "HEAD",
  "RemoteSha": "ffda823c95010ab5bb2d891fbd20a36c54d05b59",
  "MD5sum": "64c621725f184601ddf80fdc3a7d3609",
  "_user": "profyliu",
  "_type": "src",
  "_file": "brif_1.4.1.tar.gz",
  "_fileid": "d0f84ba4ae26d87098b68e13f55dd51c20d52fc968de94ea035533ce8e0cae58",
  "_filesize": 164045,
  "_sha256": "d0f84ba4ae26d87098b68e13f55dd51c20d52fc968de94ea035533ce8e0cae58",
  "_created": "2026-06-07T06:59:57.000Z",
  "_published": "2026-06-07T07:08:36.602Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79939229998,
      "time": 148,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7461694873"
    },
    {
      "job": 79939229990,
      "time": 127,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7461691885"
    },
    {
      "job": 79939229996,
      "time": 113,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7461690659"
    },
    {
      "job": 79939229992,
      "time": 109,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7461689690"
    },
    {
      "job": 79939229976,
      "time": 182,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7461695980"
    },
    {
      "job": 79939229974,
      "time": 481,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": ""
    },
    {
      "job": 79939229971,
      "time": 167,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7461693596"
    },
    {
      "job": 79939229968,
      "time": 268,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7461705480"
    },
    {
      "job": 79939085238,
      "time": 154,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7461675545"
    },
    {
      "job": 79939229957,
      "time": 90,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7461687314"
    },
    {
      "job": 79939229964,
      "time": 101,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7461688584"
    },
    {
      "job": 79939229962,
      "time": 106,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7461689356"
    },
    {
      "job": 79939229966,
      "time": 147,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7461694361"
    }
  ],
  "_buildurl": "https://github.com/r-universe/profyliu/actions/runs/27085502058",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/brif",
  "_commit": {
    "id": "ffda823c95010ab5bb2d891fbd20a36c54d05b59",
    "author": "Yanchao Liu <yanchaoliu@wayne.edu>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.4.1\n",
    "time": 1675029006
  },
  "_maintainer": {
    "name": "Yanchao Liu",
    "email": "yanchaoliu@wayne.edu",
    "login": "profyliu",
    "description": "",
    "uuid": 35838268,
    "orcid": "0000-0002-3256-9336"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "version": ">= 1.0.9",
      "role": "Imports"
    }
  ],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "profyliu",
      "count": 4,
      "uuid": 35838268
    }
  ],
  "_userbio": {
    "uuid": 35838268,
    "type": "user",
    "name": "Yanchao Liu"
  },
  "_downloads": {
    "count": 198,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/brif"
  },
  "_searchresults": 0,
  "_topics": [
    "cpp",
    "openmp"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/brif.html",
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "manual.pdf"
  ],
  "_realowner": "profyliu",
  "_cranurl": false,
  "_releases": [
    {
      "version": "1.1",
      "date": "2022-11-28"
    },
    {
      "version": "1.2.0",
      "date": "2022-12-01"
    },
    {
      "version": "1.4.0",
      "date": "2023-01-14"
    },
    {
      "version": "1.4.1",
      "date": "2023-01-29"
    }
  ],
  "_exports": [
    "brif",
    "brif_write_data",
    "brif.default",
    "brif.formula",
    "brif.trainpredict",
    "brifTree",
    "brifTree.default",
    "brifTree.formula",
    "predict.brif",
    "printBrifTree",
    "printRules",
    "rfpredict",
    "rftrain",
    "rftrainpredict",
    "stratpar"
  ],
  "_help": [
    {
      "page": "brif-package",
      "title": "brif: A tree and forest tool for classification and regression",
      "topics": [
        "brif-package"
      ]
    },
    {
      "page": "brif",
      "title": "Build a model (and make predictions)",
      "topics": [
        "brif"
      ]
    },
    {
      "page": "brif_write_data",
      "title": "Write data set to file",
      "topics": [
        "brif_write_data"
      ]
    },
    {
      "page": "brif.default",
      "title": "Build a model taking a data frame as input",
      "topics": [
        "brif.default"
      ]
    },
    {
      "page": "brif.formula",
      "title": "Build a model (and make predictions) with formula",
      "topics": [
        "brif.formula"
      ]
    },
    {
      "page": "brif.trainpredict",
      "title": "Train a model and use it to predict new cases",
      "topics": [
        "brif.trainpredict"
      ]
    },
    {
      "page": "brifTree",
      "title": "Build a single brif tree of a given depth",
      "topics": [
        "brifTree"
      ]
    },
    {
      "page": "brifTree.default",
      "title": "Build a single brif tree taking a data frame as input",
      "topics": [
        "brifTree.default"
      ]
    },
    {
      "page": "brifTree.formula",
      "title": "Build a single brif tree taking a formula as input",
      "topics": [
        "brifTree.formula"
      ]
    },
    {
      "page": "predict.brif",
      "title": "Make predictions using a brif model",
      "topics": [
        "predict.brif"
      ]
    },
    {
      "page": "printBrifTree",
      "title": "Print the decision rules of a Brif tree",
      "topics": [
        "printBrifTree"
      ]
    },
    {
      "page": "printRules",
      "title": "Print the decision rules of a brif tree",
      "topics": [
        "printRules"
      ]
    },
    {
      "page": "rfpredict",
      "title": "Predict new cases",
      "topics": [
        "rfpredict"
      ]
    },
    {
      "page": "rftrain",
      "title": "Train a random forest",
      "topics": [
        "rftrain"
      ]
    },
    {
      "page": "rftrainpredict",
      "title": "Train a model and predict for newdata in one go",
      "topics": [
        "rftrainpredict"
      ]
    },
    {
      "page": "stratpar",
      "title": "Stratified permutation of rows by the first column",
      "topics": [
        "stratpar"
      ]
    }
  ],
  "_rundeps": [
    "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"
    },
    {
      "shlib": "libgomp",
      "package": "libgomp1",
      "source": "gcc",
      "version": "14.2.0-4ubuntu2~24.04.1",
      "name": "openmp",
      "homepage": "http://gcc.gnu.org/",
      "description": "GCC OpenMP (GOMP) support library"
    }
  ],
  "_score": 1,
  "_indexed": true,
  "_nocasepkg": "brif",
  "_universes": [
    "profyliu"
  ],
  "_binaries": [
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.4.1",
      "date": "2026-05-08T08:52:18.000Z",
      "arch": "x86_64",
      "commit": "ffda823c95010ab5bb2d891fbd20a36c54d05b59",
      "fileid": "ec1b38334fdbbd71b4caf8a833d8cca0ac5eed199a1f9bd69122d7409947a43f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/profyliu/actions/runs/25546235870"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.4.1",
      "date": "2026-06-07T07:02:34.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "ffda823c95010ab5bb2d891fbd20a36c54d05b59",
      "fileid": "fe80339359a9c03f550b0d82eca2a8a974d53862a90edbfde2f3fb76a9b1baed",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/profyliu/actions/runs/27085502058"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.4.1",
      "date": "2026-06-07T07:02:08.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "ffda823c95010ab5bb2d891fbd20a36c54d05b59",
      "fileid": "e4292d8d27f11a35e206bb869ed6426e96bdf3d42d23d8e47c61a4fd6647196d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/profyliu/actions/runs/27085502058"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.4.1",
      "date": "2026-06-07T07:02:00.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "ffda823c95010ab5bb2d891fbd20a36c54d05b59",
      "fileid": "da1923ec7f29abb8c7ca19ae762f98707f0785301f8e08a94dbfac31a59c215f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/profyliu/actions/runs/27085502058"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.4.1",
      "date": "2026-06-07T07:01:51.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "ffda823c95010ab5bb2d891fbd20a36c54d05b59",
      "fileid": "aa2ec69f7c3597b634aa49f77f35098a32fcde99e6a82163a947890de917021c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/profyliu/actions/runs/27085502058"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.4.1",
      "date": "2026-06-07T07:02:43.000Z",
      "arch": "aarch64",
      "commit": "ffda823c95010ab5bb2d891fbd20a36c54d05b59",
      "fileid": "f19c4a9ac21368a85d5ecd39c519acb6f61e93bc8ba0ac3c2d095421730d4a53",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/profyliu/actions/runs/27085502058"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.4.1",
      "date": "2026-06-07T07:02:19.000Z",
      "arch": "aarch64",
      "commit": "ffda823c95010ab5bb2d891fbd20a36c54d05b59",
      "fileid": "f8572d870bee53b13b0a1232b0dd08ad43ec531e9091a80a30413d316117e4a7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/profyliu/actions/runs/27085502058"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.4.1",
      "date": "2026-06-07T07:03:44.000Z",
      "arch": "x86_64",
      "commit": "ffda823c95010ab5bb2d891fbd20a36c54d05b59",
      "fileid": "4ff979d51ded1a5be7a6172989954f2f52f419b3f3a77183b296f50adfa6f6d5",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/profyliu/actions/runs/27085502058"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.4.1",
      "date": "2026-06-07T07:01:46.000Z",
      "arch": "emscripten",
      "commit": "ffda823c95010ab5bb2d891fbd20a36c54d05b59",
      "fileid": "9d7efaee67ddcde36bdb2c945e385a9ef3261416335d0cfb942251d8944b5ca0",
      "status": "success",
      "buildurl": "https://github.com/r-universe/profyliu/actions/runs/27085502058"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.4.1",
      "date": "2026-06-07T07:01:12.000Z",
      "arch": "x86_64",
      "commit": "ffda823c95010ab5bb2d891fbd20a36c54d05b59",
      "fileid": "4e60679d18714b6c1d418698225d0c88d8c6e1135be315aec6b729d696762c7f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/profyliu/actions/runs/27085502058"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.4.1",
      "date": "2026-06-07T07:01:21.000Z",
      "arch": "x86_64",
      "commit": "ffda823c95010ab5bb2d891fbd20a36c54d05b59",
      "fileid": "fccb1887a04cce86d7ec5d82e78a9ecd4c8087df7735fe4eb0ec0b01c436e1cc",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/profyliu/actions/runs/27085502058"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.4.1",
      "date": "2026-06-07T07:01:53.000Z",
      "arch": "x86_64",
      "commit": "ffda823c95010ab5bb2d891fbd20a36c54d05b59",
      "fileid": "0ba44a3b990714cbc1f59235263ebde5eaaafb14e7d7fed9796800616ec6adaf",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/profyliu/actions/runs/27085502058"
    }
  ]
}