{
  "_id": "6a1edd4cb401979e7340ffc2",
  "Type": "Package",
  "Package": "naivebayes",
  "Title": "High Performance Implementation of the Naive Bayes Algorithm",
  "Version": "1.0.0",
  "Authors@R": "person(\"Michal\", \"Majka\", , \"michalmajka@hotmail.com\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-7524-8014\"))",
  "Description": "In this implementation of the Naive Bayes classifier\nfollowing class conditional distributions are available:\n'Bernoulli', 'Categorical', 'Gaussian', 'Poisson',\n'Multinomial' and non-parametric representation of the class\nconditional density estimated via Kernel Density Estimation.\nImplemented classifiers handle missing data and can take\nadvantage of sparse data.",
  "License": "GPL-2",
  "URL": "https://github.com/majkamichal/naivebayes,\nhttps://majkamichal.github.io/naivebayes/",
  "BugReports": "https://github.com/majkamichal/naivebayes/issues",
  "VignetteBuilder": "knitr",
  "Encoding": "UTF-8",
  "NeedsCompilation": "no",
  "Repository": "https://majkamichal.r-universe.dev",
  "Date/Publication": "2025-11-21 18:57:34 UTC",
  "RemoteUrl": "https://github.com/majkamichal/naivebayes",
  "RemoteRef": "HEAD",
  "RemoteSha": "06ace975ba6d3f8c809a0c6369ecfdeaea94d6d9",
  "Packaged": {
    "Date": "2026-05-20 08:10:45 UTC",
    "User": "root"
  },
  "Author": "Michal Majka [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-7524-8014>)",
  "Maintainer": "Michal Majka <michalmajka@hotmail.com>",
  "MD5sum": "bc7a5cda608f7dfff00d76bd3c6a604d",
  "_user": "majkamichal",
  "_type": "src",
  "_file": "naivebayes_1.0.0.tar.gz",
  "_fileid": "38d3103fadf1b4279c5e1f59faa80c1db0ba8b2870887663ee0a77306c596efa",
  "_filesize": 915736,
  "_sha256": "38d3103fadf1b4279c5e1f59faa80c1db0ba8b2870887663ee0a77306c596efa",
  "_created": "2026-05-20T08:10:45.000Z",
  "_published": "2026-06-02T13:40:28.066Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79084341477,
      "time": 127,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7104653082"
    },
    {
      "job": 79084342859,
      "time": 90,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7104640957"
    },
    {
      "job": 79084342011,
      "time": 165,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7104656272"
    },
    {
      "job": 79084341443,
      "time": 115,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7104642914"
    },
    {
      "job": 79084340533,
      "time": 221,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7104608854"
    },
    {
      "job": 79084340513,
      "time": 81,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7359336987"
    },
    {
      "job": 79084341938,
      "time": 69,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7104633666"
    },
    {
      "job": 79084341952,
      "time": 69,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7104633703"
    },
    {
      "job": 79084341669,
      "time": 87,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7104742634"
    }
  ],
  "_buildurl": "https://github.com/r-universe/majkamichal/actions/runs/26149830965",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/majkamichal/naivebayes",
  "_commit": {
    "id": "06ace975ba6d3f8c809a0c6369ecfdeaea94d6d9",
    "author": "Michal Majka <michalmajka@hotmail.com>",
    "committer": "Michal Majka <michalmajka@hotmail.com>",
    "message": "Improve documentation\n",
    "time": 1763751454
  },
  "_maintainer": {
    "name": "Michal Majka",
    "email": "michalmajka@hotmail.com",
    "login": "majkamichal",
    "description": "",
    "uuid": 29159112,
    "orcid": "0000-0002-7524-8014"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "Matrix",
      "role": "Suggests"
    }
  ],
  "_owner": "majkamichal",
  "_selfowned": true,
  "_usedby": 7,
  "_updates": [
    {
      "week": "2025-47",
      "n": 1
    }
  ],
  "_tags": [],
  "_topics": [
    "classification-model",
    "datascience",
    "machine-learning",
    "naive-bayes"
  ],
  "_stars": 37,
  "_contributors": [
    {
      "user": "majkamichal",
      "count": 267,
      "uuid": 29159112
    }
  ],
  "_userbio": {
    "uuid": 29159112,
    "type": "user",
    "name": "Michal Majka"
  },
  "_downloads": {
    "count": 8116,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/naivebayes"
  },
  "_mentions": 5,
  "_devurl": "https://github.com/majkamichal/naivebayes",
  "_pkgdown": "https://majkamichal.github.io/naivebayes/",
  "_searchresults": 1136,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/naivebayes.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/majkamichal/naivebayes",
  "_realowner": "majkamichal",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.9.0",
      "date": "2017-01-05"
    },
    {
      "version": "0.9.1",
      "date": "2017-01-15"
    },
    {
      "version": "0.9.2",
      "date": "2018-01-03"
    },
    {
      "version": "0.9.3",
      "date": "2019-01-07"
    },
    {
      "version": "0.9.4",
      "date": "2019-03-10"
    },
    {
      "version": "0.9.5",
      "date": "2019-03-17"
    },
    {
      "version": "0.9.6",
      "date": "2019-06-03"
    },
    {
      "version": "0.9.7",
      "date": "2020-03-08"
    },
    {
      "version": "1.0.0",
      "date": "2024-03-16"
    }
  ],
  "_exports": [
    "%class%",
    "%prob%",
    "bernoulli_naive_bayes",
    "gaussian_naive_bayes",
    "get_cond_dist",
    "multinomial_naive_bayes",
    "naive_bayes",
    "nonparametric_naive_bayes",
    "poisson_naive_bayes",
    "tables"
  ],
  "_help": [
    {
      "page": "bernoulli_naive_bayes",
      "title": "Bernoulli Naive Bayes Classifier",
      "topics": [
        "bernoulli_naive_bayes"
      ]
    },
    {
      "page": "coef",
      "title": "Extract Model Coefficients",
      "topics": [
        "coef.bernoulli_naive_bayes",
        "coef.gaussian_naive_bayes",
        "coef.multinomial_naive_bayes",
        "coef.poisson_naive_bayes"
      ]
    },
    {
      "page": "gaussian_naive_bayes",
      "title": "Gaussian Naive Bayes Classifier",
      "topics": [
        "gaussian_naive_bayes"
      ]
    },
    {
      "page": "get_cond_dist",
      "title": "Obtain names of class conditional distribution assigned to features",
      "topics": [
        "get_cond_dist"
      ]
    },
    {
      "page": "infix_class_prob",
      "title": "Predict Method for Family of Naive Bayes Objects",
      "topics": [
        "%class%",
        "%prob%"
      ]
    },
    {
      "page": "multinomial_naive_bayes",
      "title": "Multinomial Naive Bayes Classifier",
      "topics": [
        "multinomial_naive_bayes"
      ]
    },
    {
      "page": "naive_bayes",
      "title": "Naive Bayes Classifier",
      "topics": [
        "naive_bayes",
        "naive_bayes.default",
        "naive_bayes.formula"
      ]
    },
    {
      "page": "naivebayes",
      "title": "naivebayes",
      "topics": [
        "naivebayes-package",
        "naivebayes"
      ]
    },
    {
      "page": "nonparametric_naive_bayes",
      "title": "Non-Parametric Naive Bayes Classifier",
      "topics": [
        "nonparametric_naive_bayes"
      ]
    },
    {
      "page": "plot.bernoulli_naive_bayes",
      "title": "Plot Method for bernoulli_naive_bayes Objects",
      "topics": [
        "plot.bernoulli_naive_bayes"
      ]
    },
    {
      "page": "plot.gaussian_naive_bayes",
      "title": "Plot Method for gaussian_naive_bayes Objects",
      "topics": [
        "plot.gaussian_naive_bayes"
      ]
    },
    {
      "page": "plot.naive_bayes",
      "title": "Plot Method for naive_bayes Objects",
      "topics": [
        "plot.naive_bayes"
      ]
    },
    {
      "page": "plot.nonparametric_naive_bayes",
      "title": "Plot Method for nonparametric_naive_bayes Objects",
      "topics": [
        "plot.nonparametric_naive_bayes"
      ]
    },
    {
      "page": "plot.poisson_naive_bayes",
      "title": "Plot Method for poisson_naive_bayes Objects",
      "topics": [
        "plot.poisson_naive_bayes"
      ]
    },
    {
      "page": "poisson_naive_bayes",
      "title": "Poisson Naive Bayes Classifier",
      "topics": [
        "poisson_naive_bayes"
      ]
    },
    {
      "page": "predict.bernoulli_naive_bayes",
      "title": "Predict Method for bernoulli_naive_bayes Objects",
      "topics": [
        "predict.bernoulli_naive_bayes"
      ]
    },
    {
      "page": "predict.gaussian_naive_bayes",
      "title": "Predict Method for gaussian_naive_bayes Objects",
      "topics": [
        "predict.gaussian_naive_bayes"
      ]
    },
    {
      "page": "predict.multinomial_naive_bayes",
      "title": "Predict Method for multinomial_naive_bayes Objects",
      "topics": [
        "predict.multinomial_naive_bayes"
      ]
    },
    {
      "page": "predict.naive_bayes",
      "title": "Predict Method for naive_bayes Objects",
      "topics": [
        "predict.naive_bayes"
      ]
    },
    {
      "page": "predict.nonparametric_naive_bayes",
      "title": "Predict Method for nonparametric_naive_bayes Objects",
      "topics": [
        "predict.nonparametric_naive_bayes"
      ]
    },
    {
      "page": "predict.poisson_naive_bayes",
      "title": "Predict Method for poisson_naive_bayes Objects",
      "topics": [
        "predict.poisson_naive_bayes"
      ]
    },
    {
      "page": "tables",
      "title": "Browse Tables of Naive Bayes Classifier",
      "topics": [
        "tables"
      ]
    }
  ],
  "_pkglogo": "https://github.com/majkamichal/naivebayes/raw/HEAD/man/figures/logo.png",
  "_readme": "https://github.com/majkamichal/naivebayes/raw/HEAD/README.md",
  "_rundeps": [],
  "_vignettes": [
    {
      "source": "intro_naivebayes.Rnw",
      "filename": "intro_naivebayes.pdf",
      "title": "An Introduction to Naivebayes",
      "engine": "knitr::knitr",
      "headings": [],
      "created": "2019-05-05 14:06:04",
      "modified": "2024-03-16 11:41:48",
      "commits": 9
    }
  ],
  "_score": 10.25308139720926,
  "_indexed": true,
  "_nocasepkg": "naivebayes",
  "_universes": [
    "majkamichal"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.0",
      "date": "2026-05-20T08:12:51.000Z",
      "distro": "noble",
      "commit": "06ace975ba6d3f8c809a0c6369ecfdeaea94d6d9",
      "fileid": "eb7cd09444148edc62d8675d6f3c29c003e23c09255ed3cd762f3eeccfcfdd9a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/majkamichal/actions/runs/26149830965"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.0.0",
      "date": "2026-05-20T08:12:17.000Z",
      "distro": "noble",
      "commit": "06ace975ba6d3f8c809a0c6369ecfdeaea94d6d9",
      "fileid": "20375c0f17f4558a857bdc8415df267c66a74c6a090ef3d37b837bf8894e6f84",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/majkamichal/actions/runs/26149830965"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.0",
      "date": "2026-05-20T08:13:03.000Z",
      "commit": "06ace975ba6d3f8c809a0c6369ecfdeaea94d6d9",
      "fileid": "50bc59239b6fcccb2d30fb400dbc1fe7edb1d8bba2b3f0e6081fb8676a5e3c90",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/majkamichal/actions/runs/26149830965"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.0.0",
      "date": "2026-05-20T08:12:29.000Z",
      "commit": "06ace975ba6d3f8c809a0c6369ecfdeaea94d6d9",
      "fileid": "6b9b977309d39cab4418150791596731bdf8143fc068d4f9ff45fdd7e522a42b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/majkamichal/actions/runs/26149830965"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-05-20T08:11:52.000Z",
      "commit": "06ace975ba6d3f8c809a0c6369ecfdeaea94d6d9",
      "fileid": "c012bf5c10bb214cb4cc10f0f8a54952ad712adae4fd91a41ff8a763282683a1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/majkamichal/actions/runs/26149830965"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-05-20T08:11:51.000Z",
      "commit": "06ace975ba6d3f8c809a0c6369ecfdeaea94d6d9",
      "fileid": "ee14e7d8924b5e3b9408c29bb6df8d07b012bdee953d5c9099568adb4e275104",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/majkamichal/actions/runs/26149830965"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-05-20T08:17:05.000Z",
      "commit": "06ace975ba6d3f8c809a0c6369ecfdeaea94d6d9",
      "fileid": "51d69768659c93792f086f31a93bfb1c1f9af138a3fcfb6108085d8a6ae741bd",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/majkamichal/actions/runs/26149830965"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.0",
      "date": "2026-06-02T13:40:03.000Z",
      "commit": "06ace975ba6d3f8c809a0c6369ecfdeaea94d6d9",
      "fileid": "62b49f9f1254920a621e28261e15b5b8e1df883f91d4cbbb045c1f30fce08468",
      "status": "success",
      "buildurl": "https://github.com/r-universe/majkamichal/actions/runs/26149830965"
    }
  ]
}