{
  "_id": "6a253d814b233be1983993db",
  "Package": "RandomGaussianNB",
  "Type": "Package",
  "Title": "Randomized Feature and Bootstrap-Enhanced Gaussian Naive Bayes\nClassifier",
  "Version": "0.2.4",
  "Date": "2025-12-21",
  "Authors@R": "person(\ngiven  = \"Patchanok\",\nfamily = \"Srisuradetchai\",\nemail  = \"patchanok@mathstat.sci.tu.ac.th\",\nrole   = c(\"aut\", \"cre\")\n)",
  "Description": "Provides an accessible and efficient implementation of a\nrandomized feature and bootstrap-enhanced Gaussian naive Bayes\nclassifier. The method combines stratified bootstrap resampling\nwith random feature subsampling and aggregates predictions via\nposterior averaging. Support is provided for mixed-type\npredictors and parallel computation. Methods are described in\nSrisuradetchai (2025) <doi:10.3389/fdata.2025.1706417>\n\"Posterior averaging with Gaussian naive Bayes and the R\npackage RandomGaussianNB for big-data classification\".",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.3.3",
  "Config/testthat/edition": "3",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-07 09:41:16 UTC",
    "User": "root"
  },
  "Author": "Patchanok Srisuradetchai [aut, cre]",
  "Maintainer": "Patchanok Srisuradetchai <patchanok@mathstat.sci.tu.ac.th>",
  "Repository": "https://patchanok-tu.r-universe.dev",
  "Date/Publication": "2026-01-07 08:49:14 UTC",
  "RemoteUrl": "https://github.com/cran/RandomGaussianNB",
  "RemoteRef": "HEAD",
  "RemoteSha": "0231a86ecdd3e48513bc2d7162a07aa6fab40026",
  "MD5sum": "f99da67b319ed53558ec76e576d34861",
  "_user": "patchanok-tu",
  "_type": "src",
  "_file": "RandomGaussianNB_0.2.4.tar.gz",
  "_fileid": "a39575ae600f4cf409b9f1288f71de68bf0e4807ed6fe86ae808821c3eeb7c95",
  "_filesize": 93464,
  "_sha256": "a39575ae600f4cf409b9f1288f71de68bf0e4807ed6fe86ae808821c3eeb7c95",
  "_created": "2026-06-07T09:41:16.000Z",
  "_published": "2026-06-07T09:44:33.873Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79948688078,
      "time": 108,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7462929259"
    },
    {
      "job": 79948688079,
      "time": 101,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7462928306"
    },
    {
      "job": 79948688074,
      "time": 160,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7462933012"
    },
    {
      "job": 79948688072,
      "time": 158,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7462931710"
    },
    {
      "job": 79948549534,
      "time": 143,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7462915435"
    },
    {
      "job": 79948688073,
      "time": 84,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7462926403"
    },
    {
      "job": 79948688084,
      "time": 57,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7462922972"
    },
    {
      "job": 79948688087,
      "time": 54,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7462922637"
    },
    {
      "job": 79948688086,
      "time": 90,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7462926995"
    }
  ],
  "_buildurl": "https://github.com/r-universe/patchanok-tu/actions/runs/27088862321",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/RandomGaussianNB",
  "_commit": {
    "id": "0231a86ecdd3e48513bc2d7162a07aa6fab40026",
    "author": "Patchanok Srisuradetchai <patchanok@mathstat.sci.tu.ac.th>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.2.4\n",
    "time": 1767775754
  },
  "_maintainer": {
    "name": "Patchanok Srisuradetchai",
    "email": "patchanok@mathstat.sci.tu.ac.th",
    "login": "patchanok-tu",
    "description": "",
    "uuid": 88654244
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "parallel",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "mlbench",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-02",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "0.2.4",
      "date": "2026-01-07"
    }
  ],
  "_stars": 0,
  "_contributors": [
    {
      "user": "patchanok-tu",
      "count": 1,
      "uuid": 88654244
    }
  ],
  "_userbio": {
    "uuid": 88654244,
    "type": "user",
    "name": "Patchanok-TU"
  },
  "_downloads": {
    "count": 441,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/RandomGaussianNB"
  },
  "_searchresults": 0,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/RandomGaussianNB.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_realowner": "patchanok-tu",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.2.4",
      "date": "2026-01-07"
    }
  ],
  "_exports": [
    "random_gaussian_nb"
  ],
  "_help": [
    {
      "page": "predict.random_gaussian_nb",
      "title": "Predict from a random_gaussian_nb model",
      "topics": [
        "predict.random_gaussian_nb"
      ]
    },
    {
      "page": "random_gaussian_nb",
      "title": "Train a Random Naive Bayes Model via Bootstrap + Random Subspace (Mixed Types)",
      "topics": [
        "fitted.random_gaussian_nb",
        "nobs.random_gaussian_nb",
        "plot.random_gaussian_nb",
        "print.random_gaussian_nb",
        "random_gaussian_nb",
        "str.random_gaussian_nb",
        "summary.random_gaussian_nb"
      ]
    }
  ],
  "_readme": "https://github.com/cran/RandomGaussianNB/raw/HEAD/README.md",
  "_rundeps": [],
  "_score": 1.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "randomgaussiannb",
  "_universes": [
    "patchanok-tu"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.2.4",
      "date": "2026-06-07T09:43:10.000Z",
      "distro": "noble",
      "commit": "0231a86ecdd3e48513bc2d7162a07aa6fab40026",
      "fileid": "7c31a552845064b96e59d5e49eab60bf2bdd5ade6d825c7cba0a985828117f0d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/patchanok-tu/actions/runs/27088862321"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.2.4",
      "date": "2026-06-07T09:43:03.000Z",
      "distro": "noble",
      "commit": "0231a86ecdd3e48513bc2d7162a07aa6fab40026",
      "fileid": "35c010178ef29a6a405b778cebaa2f81ff5d13c70f53a99754384cfb7124aa5d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/patchanok-tu/actions/runs/27088862321"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.2.4",
      "date": "2026-06-07T09:43:47.000Z",
      "commit": "0231a86ecdd3e48513bc2d7162a07aa6fab40026",
      "fileid": "a94735f5a507ffd6bc5e58eb4dd820349983e386696f3f0ea3d61814831850f6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/patchanok-tu/actions/runs/27088862321"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.2.4",
      "date": "2026-06-07T09:43:33.000Z",
      "commit": "0231a86ecdd3e48513bc2d7162a07aa6fab40026",
      "fileid": "a8e8547c99b452f6a07ca356c981644631772a827e20f9ca4efa7f508dc0878c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/patchanok-tu/actions/runs/27088862321"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.2.4",
      "date": "2026-06-07T09:42:56.000Z",
      "commit": "0231a86ecdd3e48513bc2d7162a07aa6fab40026",
      "fileid": "1b22f4396a3f3979142d136c9e26141763dab85c281b70e0feacc1fc591368e4",
      "status": "success",
      "buildurl": "https://github.com/r-universe/patchanok-tu/actions/runs/27088862321"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.2.4",
      "date": "2026-06-07T09:42:16.000Z",
      "commit": "0231a86ecdd3e48513bc2d7162a07aa6fab40026",
      "fileid": "966195a14b921d8435cd946eaf93cc53c5e84c97a2d2ea3e8f8f5f1e3636b435",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/patchanok-tu/actions/runs/27088862321"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.2.4",
      "date": "2026-06-07T09:42:13.000Z",
      "commit": "0231a86ecdd3e48513bc2d7162a07aa6fab40026",
      "fileid": "e2c9fa7547ace496136a150d722f6631b4beb05c258cacf482054f016badad94",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/patchanok-tu/actions/runs/27088862321"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.2.4",
      "date": "2026-06-07T09:42:46.000Z",
      "commit": "0231a86ecdd3e48513bc2d7162a07aa6fab40026",
      "fileid": "f6fa4abc6165b2a9b88cb3aabb8078d9972074b8ba41bae6853ab4114e98bfa7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/patchanok-tu/actions/runs/27088862321"
    }
  ]
}