{
  "_id": "6a12a9e5acfb0bcc41d168fa",
  "Package": "tabularMLC",
  "Type": "Package",
  "Title": "Tabular Maximum Likelihood Classifier",
  "Version": "0.0.4",
  "Authors@R": "c(\nperson(given=\"Caio\", family=\"Hamamura\", email=\"caiohamamura@gmail.com\", role=c(\"aut\", \"cre\"), comment=c(ORCID=\"https://orcid.org/0000-0001-6149-5885\"))\n)",
  "Description": "The maximum likelihood classifier (MLC) is one of the most\ncommon classifiers used for remote sensing imagery. This\npackage uses 'RcppArmadillo' to provide a fast implementation\nof the MLC to train and predict over tabular data (data.frame).\nThe algorithms were based on Mather (1985)\n<doi:10.1080/01431168508948456> method.",
  "License": "GPL-3",
  "RoxygenNote": "7.1.2",
  "Encoding": "UTF-8",
  "URL": "https://github.com/caiohamamura/tabularMLC",
  "BugReports": "https://github.com/caiohamamura/tabularMLC/issues",
  "Repository": "https://caiohamamura.r-universe.dev",
  "Date/Publication": "2025-09-23 04:41:35 UTC",
  "RemoteUrl": "https://github.com/caiohamamura/tabularMLC",
  "RemoteRef": "HEAD",
  "RemoteSha": "f8df9514938b8f7aedc32c663dc5ab824114e93d",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-05-24 07:29:58 UTC",
    "User": "root"
  },
  "Author": "Caio Hamamura [aut, cre] (ORCID:\n<https://orcid.org/0000-0001-6149-5885>)",
  "Maintainer": "Caio Hamamura <caiohamamura@gmail.com>",
  "MD5sum": "a6c4a24757206773aff672219640ad62",
  "_user": "caiohamamura",
  "_type": "src",
  "_file": "tabularMLC_0.0.4.tar.gz",
  "_fileid": "fefb9cbecdedecb197b7c6d1d929378af6392dc9290b5981b960835d7c4a1006",
  "_filesize": 156753,
  "_sha256": "fefb9cbecdedecb197b7c6d1d929378af6392dc9290b5981b960835d7c4a1006",
  "_created": "2026-05-24T07:29:58.000Z",
  "_published": "2026-05-24T07:33:57.306Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77580562215,
      "time": 125,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7183287659"
    },
    {
      "job": 77580562217,
      "time": 115,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7183286388"
    },
    {
      "job": 77580562213,
      "time": 135,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7183288603"
    },
    {
      "job": 77580562227,
      "time": 104,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7183285268"
    },
    {
      "job": 77580562211,
      "time": 70,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7183285744"
    },
    {
      "job": 77580562222,
      "time": 162,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7183292873"
    },
    {
      "job": 77580562212,
      "time": 87,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7183289466"
    },
    {
      "job": 77580562220,
      "time": 183,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7183295085"
    },
    {
      "job": 77580415373,
      "time": 157,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7183273780"
    },
    {
      "job": 77580562195,
      "time": 94,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7183284235"
    },
    {
      "job": 77580562199,
      "time": 106,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7183285522"
    },
    {
      "job": 77580562203,
      "time": 95,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7183284244"
    },
    {
      "job": 77580562202,
      "time": 92,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7183284078"
    }
  ],
  "_buildurl": "https://github.com/r-universe/caiohamamura/actions/runs/26355139097",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/caiohamamura/tabularMLC",
  "_commit": {
    "id": "f8df9514938b8f7aedc32c663dc5ab824114e93d",
    "author": "Caio Hamamura <caiohamamura@gmail.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Update r.yml",
    "time": 1758602495
  },
  "_maintainer": {
    "name": "Caio Hamamura",
    "email": "caiohamamura@gmail.com",
    "login": "caiohamamura",
    "description": "IT Professor, data scientist, deep learning, lidar, remote sensing, geospatial analysis, biologist",
    "uuid": 3440255,
    "orcid": "0000-0001-6149-5885"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "Rcpp",
      "role": "Depends"
    },
    {
      "package": "methods",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "stats",
      "role": "Imports"
    }
  ],
  "_owner": "caiohamamura",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-38",
      "n": 6
    },
    {
      "week": "2025-39",
      "n": 3
    }
  ],
  "_tags": [
    {
      "name": "v0.0.4",
      "date": "2025-09-19"
    }
  ],
  "_stars": 1,
  "_contributors": [
    {
      "user": "caiohamamura",
      "count": 29,
      "uuid": 3440255
    }
  ],
  "_userbio": {
    "uuid": 3440255,
    "type": "user",
    "name": "Caio Hamamura",
    "description": "IT Professor, data scientist, deep learning, lidar, remote sensing, geospatial analysis, biologist"
  },
  "_downloads": {
    "count": 245,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/tabularMLC"
  },
  "_devurl": "https://github.com/caiohamamura/tabularmlc",
  "_searchresults": 0,
  "_topics": [
    "openblas",
    "cpp",
    "openmp"
  ],
  "_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/readme.html",
    "extra/readme.md",
    "extra/tabularMLC.html",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/caiohamamura/tabularmlc",
  "_realowner": "caiohamamura",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.0.3",
      "date": "2021-10-05"
    },
    {
      "version": "0.0.4",
      "date": "2025-09-22"
    }
  ],
  "_exports": [
    "MLC"
  ],
  "_help": [
    {
      "page": "tabularMLC-package",
      "title": "Tabular maximum likelihood classifier",
      "topics": [
        "tabularMLC-package",
        "tabularMLC"
      ]
    },
    {
      "page": "MLC",
      "title": "Maximum Likelihood Classifier",
      "topics": [
        "MLC",
        "MLC.default",
        "MLC.formula"
      ]
    },
    {
      "page": "MLC.model-class",
      "title": "Maximum likelihood model class",
      "topics": [
        "MLC.model-class"
      ]
    },
    {
      "page": "predict",
      "title": "Predict function for MLC.model-class",
      "topics": [
        "predict.MLC.model"
      ]
    }
  ],
  "_readme": "https://github.com/caiohamamura/tabularMLC/raw/HEAD/README.md",
  "_rundeps": [
    "Rcpp",
    "RcppArmadillo"
  ],
  "_sysdeps": [
    {
      "shlib": "liblapack",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.26+ds-1ubuntu0.1",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libblas",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.26+ds-1ubuntu0.1",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "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": 3,
  "_indexed": true,
  "_nocasepkg": "tabularmlc",
  "_universes": [
    "caiohamamura"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.0.4",
      "date": "2026-05-24T07:32:13.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "f8df9514938b8f7aedc32c663dc5ab824114e93d",
      "fileid": "c4afeb3565d2b8c5793befa21263b2a5e851ea875b62a3d537ed86280d056a1a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/caiohamamura/actions/runs/26355139097"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.0.4",
      "date": "2026-05-24T07:31:58.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "f8df9514938b8f7aedc32c663dc5ab824114e93d",
      "fileid": "c43a507571e9c57c2e0f366445f3e43f27be295daf0f76e702e74f1940542186",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/caiohamamura/actions/runs/26355139097"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.0.4",
      "date": "2026-05-24T07:32:21.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "f8df9514938b8f7aedc32c663dc5ab824114e93d",
      "fileid": "14c99cf5d3b22df3ac771610f85b024e9937e85e215ccaa5ae6bbfed184f1a5e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/caiohamamura/actions/runs/26355139097"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.0.4",
      "date": "2026-05-24T07:31:50.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "f8df9514938b8f7aedc32c663dc5ab824114e93d",
      "fileid": "00e73d3a2b3ae4fb08cf716eface4a14894b4e13262d3d8aec8a8959d52ae871",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/caiohamamura/actions/runs/26355139097"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.0.4",
      "date": "2026-05-24T07:32:02.000Z",
      "arch": "aarch64",
      "commit": "f8df9514938b8f7aedc32c663dc5ab824114e93d",
      "fileid": "f83a93a9f50976f5325525e2037c56a0b92fc089b11dbb8ac35e304ef8e95937",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/caiohamamura/actions/runs/26355139097"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.0.4",
      "date": "2026-05-24T07:32:43.000Z",
      "arch": "x86_64",
      "commit": "f8df9514938b8f7aedc32c663dc5ab824114e93d",
      "fileid": "83dacdba372883e0897e5c8c92e43a1e2c0949a15f64d189b1a27b197c821dde",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/caiohamamura/actions/runs/26355139097"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.0.4",
      "date": "2026-05-24T07:32:33.000Z",
      "arch": "aarch64",
      "commit": "f8df9514938b8f7aedc32c663dc5ab824114e93d",
      "fileid": "04295043e59bc90e3892adf7e979384226535b0de4ee20c6ee4b0dacf2ed5965",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/caiohamamura/actions/runs/26355139097"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.0.4",
      "date": "2026-05-24T07:33:06.000Z",
      "arch": "x86_64",
      "commit": "f8df9514938b8f7aedc32c663dc5ab824114e93d",
      "fileid": "ef5cfced8a6a81c84af539704c12af9f7110a95ff976bd7f4f31f9101daf8978",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/caiohamamura/actions/runs/26355139097"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.0.4",
      "date": "2026-05-24T07:31:51.000Z",
      "arch": "emscripten",
      "commit": "f8df9514938b8f7aedc32c663dc5ab824114e93d",
      "fileid": "c248fc15254e0c46d529116ad928d3261cd0ca83b48129f4b622de6271fd4873",
      "status": "success",
      "buildurl": "https://github.com/r-universe/caiohamamura/actions/runs/26355139097"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.0.4",
      "date": "2026-05-24T07:31:23.000Z",
      "arch": "x86_64",
      "commit": "f8df9514938b8f7aedc32c663dc5ab824114e93d",
      "fileid": "fece52527e81c6c871c90be32c737183e4f17d692d41aaa3c16973c049ab9e7e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/caiohamamura/actions/runs/26355139097"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.0.4",
      "date": "2026-05-24T07:31:14.000Z",
      "arch": "x86_64",
      "commit": "f8df9514938b8f7aedc32c663dc5ab824114e93d",
      "fileid": "e99e2a566575b88dec927b26d9c320dce15e3563b4a297269cbf81dcedee2fbf",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/caiohamamura/actions/runs/26355139097"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.0.4",
      "date": "2026-05-24T07:31:10.000Z",
      "arch": "x86_64",
      "commit": "f8df9514938b8f7aedc32c663dc5ab824114e93d",
      "fileid": "76bba0dcffaa64250ccf9b6d3bff521864aa8e3598a2bf799a2352a46d2f8a53",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/caiohamamura/actions/runs/26355139097"
    }
  ]
}