{
  "_id": "6a49f21e9a8f074f74205aca",
  "Package": "randomForestSGT",
  "Version": "0.0.1.74",
  "Date": "2025-07-16",
  "Title": "Random Forest Super Greedy Trees",
  "Authors@R": "c(person(\"Min\", \"Lu\", email = \"luminwin@gmail.com\", role = \"aut\"),\nperson(\"Udaya B.\", \"Kogalur\", email = \"ubk@kogalur.com\", role = c(\"aut\", \"cre\")),\nperson(\"Hemant\", \"Ishwaran\", email = \"hemant.ishwaran@gmail.com\", role = \"aut\"))",
  "Author": "Min Lu [aut], Udaya B. Kogalur [aut, cre], Hemant Ishwaran\n[aut]",
  "Maintainer": "Udaya B. Kogalur <ubk@kogalur.com>",
  "BugReports": "https://github.com/kogalur/randomForestSGT/issues/",
  "Description": "Super greedy trees (SGTs) with univariate and multivariate\ngeometric cuts are obtained using lasso and coordinate descent.",
  "License": "GPL (>=3)",
  "URL": "https://ishwaran.org/ https://kogalur.com/",
  "Config/pak/sysreqs": "cmake libglpk-dev make libicu-dev libuv1-dev\nlibxml2-dev libx11-dev",
  "Repository": "https://kogalur.r-universe.dev",
  "Date/Publication": "2025-07-16 17:05:59 UTC",
  "RemoteUrl": "https://github.com/kogalur/randomforestsgt",
  "RemoteRef": "HEAD",
  "RemoteSha": "d22825ab1663bb81377fcd666b7b533999dcce84",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-07-05 05:43:27 UTC",
    "User": "root"
  },
  "_user": "kogalur",
  "_type": "src",
  "_file": "randomForestSGT_0.0.1.74.tar.gz",
  "_fileid": "https://r2.ropensci.org/e8c444d91b5572f25d972fa8158203ec5263a35f414e14b6d25c367feb38baf1",
  "_filesize": 319513,
  "_sha256": "e8c444d91b5572f25d972fa8158203ec5263a35f414e14b6d25c367feb38baf1",
  "_expires": "2026-10-13T05:56:44.000Z",
  "_created": "2026-07-05T05:43:27.000Z",
  "_published": "2026-07-05T05:56:46.299Z",
  "_jobs": [
    {
      "job": 85196512382,
      "time": 165,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "8088745424"
    },
    {
      "job": 85196512405,
      "time": 167,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "8088745326"
    },
    {
      "job": 85196512400,
      "time": 173,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8088746119"
    },
    {
      "job": 85196512388,
      "time": 163,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8088744718"
    },
    {
      "job": 85196512394,
      "time": 93,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "8088793597"
    },
    {
      "job": 85196512393,
      "time": 221,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "8088804768"
    },
    {
      "job": 85196512404,
      "time": 114,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8088795409"
    },
    {
      "job": 85196512392,
      "time": 230,
      "config": "macos-release-x86_64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8088806042"
    },
    {
      "job": 85196363534,
      "time": 171,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8088729563"
    },
    {
      "job": 85196512377,
      "time": 143,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 85196512384,
      "time": 65,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 85196512387,
      "time": 77,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 85196512386,
      "time": 65,
      "config": "windows-release",
      "r": "4.6.1",
      "check": "FAIL",
      "artifact": ""
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/kogalur/actions/runs/28730955208",
  "_status": "success",
  "_upstream": "https://github.com/kogalur/randomforestsgt",
  "_commit": {
    "id": "d22825ab1663bb81377fcd666b7b533999dcce84",
    "author": "kogalur <commerce@kogalur.com>",
    "committer": "kogalur <commerce@kogalur.com>",
    "message": ".\n",
    "time": 1752685559
  },
  "_maintainer": {
    "name": "Udaya B. Kogalur",
    "email": "ubk@kogalur.com",
    "login": "kogalur",
    "description": "",
    "uuid": 6853644
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.6.0",
      "role": "Depends"
    },
    {
      "package": "randomForestSRC",
      "version": ">= 3.3.8",
      "role": "Imports"
    },
    {
      "package": "varPro",
      "version": ">= 0.0.73",
      "role": "Imports"
    },
    {
      "package": "mlbench",
      "role": "Suggests"
    },
    {
      "package": "interp",
      "role": "Suggests"
    },
    {
      "package": "glmnet",
      "role": "Suggests"
    }
  ],
  "_owner": "kogalur",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-29",
      "n": 1
    }
  ],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "kogalur",
      "count": 15,
      "uuid": 6853644
    }
  ],
  "_userbio": {
    "uuid": 6853644,
    "type": "user",
    "name": "Udaya Kogalur",
    "followers": 19
  },
  "_downloads": {
    "count": 486,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/randomForestSGT"
  },
  "_devurl": "https://github.com/kogalur/randomforestsgt",
  "_searchresults": 0,
  "_topics": [
    "openmp"
  ],
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/randomForestSGT.html",
    "extra/readme.html",
    "extra/readme.md",
    "LICENSE",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/kogalur/randomforestsgt",
  "_realowner": "kogalur",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2026-05-11"
    }
  ],
  "_exports": [
    "cdlasso",
    "cdlasso.rfsgt",
    "filter.custom.rfsgt",
    "filter.rfsgt",
    "get.beta",
    "make.baselearner",
    "predict.rfsgt",
    "print.rfsgt",
    "print.vimp.rfsgt",
    "rfsgt",
    "rfsgt.news",
    "tune.hcut",
    "use.tune.hcut",
    "vimp.rfsgt"
  ],
  "_help": [
    {
      "page": "cdlasso.rfsgt",
      "title": "Coordinate Descent Lasso",
      "topics": [
        "cdlasso",
        "cdlasso.rfsgt"
      ]
    },
    {
      "page": "predict.rfsgt",
      "title": "Prediction on Test Data for Super Greedy Forests",
      "topics": [
        "predict.rfsgt"
      ]
    },
    {
      "page": "print.rfsgt",
      "title": "Print Output from a Random Forest Super Greedy Tree Analysis",
      "topics": [
        "print.rfsgt",
        "print.vimp.rfsgt"
      ]
    },
    {
      "page": "rfsgt",
      "title": "Random Forest Super Greedy Trees",
      "topics": [
        "rfsgt"
      ]
    },
    {
      "page": "rfsgt.news",
      "title": "Show the NEWS file",
      "topics": [
        "rfsgt.news"
      ]
    }
  ],
  "_readme": "https://github.com/kogalur/randomforestsgt/raw/HEAD/README.md",
  "_rundeps": [
    "BART",
    "base64enc",
    "bit",
    "bit64",
    "bslib",
    "cachem",
    "cli",
    "clipr",
    "codetools",
    "cpp11",
    "crayon",
    "data.tree",
    "DiagrammeR",
    "digest",
    "dplyr",
    "evaluate",
    "farver",
    "fastmap",
    "fontawesome",
    "foreach",
    "fs",
    "gbm",
    "generics",
    "glmnet",
    "glue",
    "highr",
    "hms",
    "htmltools",
    "htmlwidgets",
    "igraph",
    "iterators",
    "jquerylib",
    "jsonlite",
    "knitr",
    "labeling",
    "lattice",
    "lifecycle",
    "magrittr",
    "Matrix",
    "memoise",
    "mime",
    "nlme",
    "pillar",
    "pkgconfig",
    "prettyunits",
    "progress",
    "purrr",
    "R6",
    "randomForestSRC",
    "rappdirs",
    "RColorBrewer",
    "Rcpp",
    "RcppEigen",
    "readr",
    "rlang",
    "rmarkdown",
    "rstudioapi",
    "sass",
    "scales",
    "shape",
    "stringi",
    "stringr",
    "survival",
    "tibble",
    "tidyr",
    "tidyselect",
    "tinytex",
    "tzdb",
    "utf8",
    "varPro",
    "vctrs",
    "viridisLite",
    "visNetwork",
    "vroom",
    "withr",
    "xfun",
    "yaml"
  ],
  "_sysdeps": [
    {
      "shlib": "libgomp",
      "package": "libgomp1",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "openmp",
      "homepage": "http://gcc.gnu.org/",
      "description": "GCC OpenMP (GOMP) support library"
    }
  ],
  "_score": 2.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "randomforestsgt",
  "_universes": [
    "kogalur"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.0.1.74",
      "date": "2026-07-05T05:46:09.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "d22825ab1663bb81377fcd666b7b533999dcce84",
      "fileid": "https://r2.ropensci.org/6cba9daf814b4c7ea468368d3c56d22660a4813dd06ae0cc18828fedc0ecc8de",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/kogalur/actions/runs/28730955208"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.0.1.74",
      "date": "2026-07-05T05:45:58.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "d22825ab1663bb81377fcd666b7b533999dcce84",
      "fileid": "https://r2.ropensci.org/669e3c437e00126bc54fbf9999a9e2eed1c173f2c29a83bc827d191eb04f2879",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/kogalur/actions/runs/28730955208"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.0.1.74",
      "date": "2026-07-05T05:46:13.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "d22825ab1663bb81377fcd666b7b533999dcce84",
      "fileid": "https://r2.ropensci.org/c414f6f24f69c0feb502b873e9a8d332d2691551a83041086d7bf644a4161e0a",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/kogalur/actions/runs/28730955208"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.0.1.74",
      "date": "2026-07-05T05:45:58.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "d22825ab1663bb81377fcd666b7b533999dcce84",
      "fileid": "https://r2.ropensci.org/12cffd18d54774e523494db0cc95df0959a7c51aa67cfd06fa0d2c29c67a2bbf",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/kogalur/actions/runs/28730955208"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.0.1.74",
      "date": "2026-07-05T05:54:10.000Z",
      "arch": "aarch64",
      "commit": "d22825ab1663bb81377fcd666b7b533999dcce84",
      "fileid": "https://r2.ropensci.org/dd76ebccd542dea0b2a1562b8f0104f6025bd6fdbec579d3dd0edce4ab71ebed",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/kogalur/actions/runs/28730955208"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.0.1.74",
      "date": "2026-07-05T05:55:14.000Z",
      "arch": "x86_64",
      "commit": "d22825ab1663bb81377fcd666b7b533999dcce84",
      "fileid": "https://r2.ropensci.org/566ed08c43034b80e941f1da092de1c7acaefdfad1038dc16777524a5164c008",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/kogalur/actions/runs/28730955208"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.0.1.74",
      "date": "2026-07-05T05:54:20.000Z",
      "arch": "aarch64",
      "commit": "d22825ab1663bb81377fcd666b7b533999dcce84",
      "fileid": "https://r2.ropensci.org/83cdffb62e9caa8bad5c6865c25ea8d875329f0043d07a51d53f3391ae4baeaf",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/kogalur/actions/runs/28730955208"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.0.1.74",
      "date": "2026-07-05T05:55:20.000Z",
      "arch": "x86_64",
      "commit": "d22825ab1663bb81377fcd666b7b533999dcce84",
      "fileid": "https://r2.ropensci.org/e618b540e91b9b155051ec33d875a9b2e8f9bc2298ecefd271403d21ec47bdc7",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/kogalur/actions/runs/28730955208"
    }
  ]
}