{
  "_id": "6ac4cd28f511ae58c09a18ab",
  "Package": "UAHDataScienceSC",
  "Type": "Package",
  "Title": "Learn Supervised Classification Methods Through Examples and\nCode",
  "Version": "1.0.0",
  "Authors@R": "c(\nperson(\n\"Víctor\",\n\"Amador Padilla\",\nemail = \"victor.amador@edu.uah.es\",\nrole = c(\"aut\")\n),\nperson(\n\"Juan Jose\",\n\"Cuadrado Gallego\",\nemail = \"jjcg@uah.es\",\nrole = c(\"ctb\"),\ncomment = c(ORCID = \"0000-0001-8178-5556\")\n),\nperson(\"Andriy\",\n\"Protsak Protsak\",\nemail = \"andriy.protsak@edu.uah.es\",\nrole = c(\"aut\", \"cre\")),\nperson(\n\"Universidad de Alcala\",\nrole = c(\"cph\")\n)\n)",
  "Description": "Supervised classification methods, which (if asked) can\nprovide step-by-step explanations of the algorithms used, as\ndescribed in PK Josephine et. al., (2021)\n<doi:10.59176/kjcs.v1i1.1259>; and datasets to test them on,\nwhich highlight the strengths and weaknesses of each technique.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "RoxygenNote": "7.3.2",
  "NeedsCompilation": "no",
  "VignetteBuilder": "knitr",
  "Repository": "https://andriyprotsak5.r-universe.dev",
  "Date/Publication": "2025-02-09 15:39:30 UTC",
  "RemoteUrl": "https://github.com/andriyprotsak5/UAHDataScienceSC",
  "RemoteRef": "HEAD",
  "RemoteSha": "9d0181c82d5bb363a39f86683b8bb88355ea2d5e",
  "Packaged": {
    "Date": "2026-10-06 10:24:20 UTC",
    "User": "root"
  },
  "Author": "Víctor Amador Padilla [aut],\nJuan Jose Cuadrado Gallego [ctb] (ORCID:\n<https://orcid.org/0000-0001-8178-5556>),\nAndriy Protsak Protsak [aut, cre],\nUniversidad de Alcala [cph]",
  "Maintainer": "Andriy Protsak Protsak <andriy.protsak@edu.uah.es>",
  "_user": "andriyprotsak5",
  "_type": "src",
  "_file": "UAHDataScienceSC_1.0.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/e50f1dde78d511efd6b58c03e8e113df83d4f57bcc55b2e9df2cd9a5eb034602",
  "_filesize": 575543,
  "_sha256": "e50f1dde78d511efd6b58c03e8e113df83d4f57bcc55b2e9df2cd9a5eb034602",
  "_expires": "2027-01-14T10:27:50.000Z",
  "_created": "2026-10-06T10:24:20.000Z",
  "_published": "2026-10-06T10:27:52.162Z",
  "_jobs": [
    {
      "job": 112222652252,
      "time": 112,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11406740300"
    },
    {
      "job": 112222652298,
      "time": 103,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11406930205"
    },
    {
      "job": 112222652365,
      "time": 154,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11405571612"
    },
    {
      "job": 112222652190,
      "time": 168,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11405021797"
    },
    {
      "job": 112221696659,
      "time": 151,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11404379762"
    },
    {
      "job": 112222652194,
      "time": 86,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11405061693"
    },
    {
      "job": 112222652275,
      "time": 78,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11406315335"
    },
    {
      "job": 112222652297,
      "time": 70,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11405596444"
    },
    {
      "job": 112222652253,
      "time": 66,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11406785191"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/andriyprotsak5/actions/runs/37449210811",
  "_status": "success",
  "_upstream": "https://github.com/andriyprotsak5/UAHDataScienceSC",
  "_commit": {
    "id": "9d0181c82d5bb363a39f86683b8bb88355ea2d5e",
    "author": "Andriy Protsak <andriy_brembo@hotmail.es>",
    "committer": "Andriy Protsak <andriy_brembo@hotmail.es>",
    "message": "Fixig vignettes\n",
    "time": 1739115570
  },
  "_maintainer": {
    "name": "Andriy Protsak Protsak",
    "email": "andriy.protsak@edu.uah.es",
    "login": "andriyprotsak5",
    "description": "",
    "uuid": 160130611
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.3.0",
      "role": "Depends"
    },
    {
      "package": "cli",
      "version": ">= 3.6.1",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    }
  ],
  "_owner": "andriyprotsak5",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "andriyprotsak",
      "count": 2,
      "uuid": 62468205
    }
  ],
  "_userbio": {
    "uuid": 160130611,
    "type": "user",
    "name": "andriyprotsak5",
    "followers": 0
  },
  "_downloads": {
    "count": 233,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/UAHDataScienceSC"
  },
  "_devurl": "https://github.com/andriyprotsak5/uahdatasciencesc",
  "_searchresults": 0,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/UAHDataScienceSC.html",
    "LICENSE"
  ],
  "_homeurl": "https://github.com/andriyprotsak5/uahdatasciencesc",
  "_realowner": "andriyprotsak5",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2025-02-17"
    }
  ],
  "_exports": [
    "act_method",
    "decision_tree",
    "knn",
    "multivariate_linear_regression",
    "perceptron",
    "polynomial_regression"
  ],
  "_datasets": [
    {
      "name": "db_flowers",
      "title": "Test Database 5",
      "object": "db_flowers",
      "class": [
        "data.frame"
      ],
      "fields": [
        "petal_length",
        "petal_width",
        "sepal_length",
        "sepal_width",
        "ClassLabel"
      ],
      "rows": 20,
      "table": true,
      "tojson": true
    },
    {
      "name": "db_per_and",
      "title": "Test Database 2",
      "object": "db_per_and",
      "class": [
        "data.frame"
      ],
      "fields": [
        "x1",
        "x2",
        "x3",
        "y"
      ],
      "rows": 8,
      "table": true,
      "tojson": true
    },
    {
      "name": "db_per_or",
      "title": "Test Database 3",
      "object": "db_per_or",
      "class": [
        "data.frame"
      ],
      "fields": [
        "x1",
        "x2",
        "x3",
        "y"
      ],
      "rows": 8,
      "table": true,
      "tojson": true
    },
    {
      "name": "db_per_xor",
      "title": "Test Database 4",
      "object": "db_per_xor",
      "class": [
        "data.frame"
      ],
      "fields": [
        "x1",
        "x2",
        "x3",
        "y"
      ],
      "rows": 8,
      "table": true,
      "tojson": true
    },
    {
      "name": "db_tree_struct",
      "title": "Test Database 8",
      "object": "db_tree_struct",
      "class": [
        "tree_struct"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "db1rl",
      "title": "Test Database 1",
      "object": "db1rl",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Straight_Line",
        "Exponential",
        "Logarithmic",
        "Sine",
        "Dependent_Variable"
      ],
      "rows": 20,
      "table": true,
      "tojson": true
    },
    {
      "name": "db2",
      "title": "Test Database 6",
      "object": "db2",
      "class": [
        "data.frame"
      ],
      "fields": [
        "CardType",
        "WheelAmount",
        "PassAmount",
        "VehicleType"
      ],
      "rows": 10,
      "table": true,
      "tojson": true
    },
    {
      "name": "db3",
      "title": "Test Database 7",
      "object": "db3",
      "class": [
        "data.frame"
      ],
      "fields": [
        "CardType",
        "WheelAmount",
        "PassAmount",
        "VehicleType"
      ],
      "rows": 12,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "act_method",
      "title": "Activation Function",
      "topics": [
        "act_method"
      ]
    },
    {
      "page": "db_flowers",
      "title": "Test Database 5",
      "topics": [
        "db_flowers"
      ]
    },
    {
      "page": "db_per_and",
      "title": "Test Database 2",
      "topics": [
        "db_per_and"
      ]
    },
    {
      "page": "db_per_or",
      "title": "Test Database 3",
      "topics": [
        "db_per_or"
      ]
    },
    {
      "page": "db_per_xor",
      "title": "Test Database 4",
      "topics": [
        "db_per_xor"
      ]
    },
    {
      "page": "db_tree_struct",
      "title": "Test Database 8",
      "topics": [
        "db_tree_struct"
      ]
    },
    {
      "page": "db1rl",
      "title": "Test Database 1",
      "topics": [
        "db1rl"
      ]
    },
    {
      "page": "db2",
      "title": "Test Database 6",
      "topics": [
        "db2"
      ]
    },
    {
      "page": "db3",
      "title": "Test Database 7",
      "topics": [
        "db3"
      ]
    },
    {
      "page": "decision_tree",
      "title": "Decision Tree",
      "topics": [
        "decision_tree"
      ]
    },
    {
      "page": "knn",
      "title": "K-Nearest Neighbors",
      "topics": [
        "knn"
      ]
    },
    {
      "page": "multivariate_linear_regression",
      "title": "Multivariate Linear Regression",
      "topics": [
        "multivariate_linear_regression"
      ]
    },
    {
      "page": "perceptron",
      "title": "Perceptron",
      "topics": [
        "perceptron"
      ]
    },
    {
      "page": "polynomial_regression",
      "title": "Multivariate Polynomial Regression",
      "topics": [
        "polynomial_regression"
      ]
    },
    {
      "page": "print.tree_struct",
      "title": "Print Tree Structure",
      "topics": [
        "print.tree_struct"
      ]
    }
  ],
  "_rundeps": [
    "cli"
  ],
  "_vignettes": [
    {
      "source": "Fundamentals.Rmd",
      "filename": "Fundamentals.html",
      "title": "Basic Functionality of UAHDataScienceSC",
      "author": "Andriy Protsak Protsak",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "1. Installing and Loading the Package",
        "2. Built-in Datasets",
        "Flower Classification",
        "Logic Gate Datasets",
        "AND Gate Dataset",
        "OR Gate Dataset",
        "XOR Gate Dataset",
        "Vehicle Classification",
        "Extended Vehicle Classification",
        "Regression Test",
        "3. Algorithm Implementations",
        "K-Nearest Neighbors (KNN)",
        "Decision Trees",
        "Perceptron",
        "Regression Analysis"
      ],
      "created": "2025-02-09 09:31:36",
      "modified": "2025-02-09 15:39:30",
      "commits": 2
    }
  ],
  "_score": 3,
  "_indexed": true,
  "_nocasepkg": "uahdatasciencesc",
  "_universes": [
    "andriyprotsak5"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.0",
      "date": "2026-10-06T10:26:16.000Z",
      "distro": "resolute",
      "commit": "9d0181c82d5bb363a39f86683b8bb88355ea2d5e",
      "fileid": "https://r2.ropensci.org/6ff8e39c54b86d24ecd24d5b976249f67717fcee8c54196b32bf6e1003a22c34",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/andriyprotsak5/actions/runs/37449210811"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.0",
      "date": "2026-10-06T10:26:11.000Z",
      "distro": "resolute",
      "commit": "9d0181c82d5bb363a39f86683b8bb88355ea2d5e",
      "fileid": "https://r2.ropensci.org/297370873011a69c50b920cf6058761b7117775eb52514ce40376deef4265e35",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/andriyprotsak5/actions/runs/37449210811"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.0",
      "date": "2026-10-06T10:26:32.000Z",
      "commit": "9d0181c82d5bb363a39f86683b8bb88355ea2d5e",
      "fileid": "https://r2.ropensci.org/ef5436fc2aa0d60cfb7f66f6e3e10646f170f6a163f12fce6295eba7e498eed5",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/andriyprotsak5/actions/runs/37449210811"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.0.0",
      "date": "2026-10-06T10:26:41.000Z",
      "commit": "9d0181c82d5bb363a39f86683b8bb88355ea2d5e",
      "fileid": "https://r2.ropensci.org/6a586eac7511a88a3f7fd1a89b93510987aceb39a4b07b0f4a93cb31fc575168",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/andriyprotsak5/actions/runs/37449210811"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.0",
      "date": "2026-10-06T10:26:04.000Z",
      "commit": "9d0181c82d5bb363a39f86683b8bb88355ea2d5e",
      "fileid": "https://r2.ropensci.org/7e503af0124ca54e476c6b2718304576c31e51c35b080364ca06e85b05a5ff61",
      "status": "success",
      "buildurl": "https://github.com/r-universe/andriyprotsak5/actions/runs/37449210811"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-10-06T10:25:31.000Z",
      "commit": "9d0181c82d5bb363a39f86683b8bb88355ea2d5e",
      "fileid": "https://r2.ropensci.org/4fbf367a8621b082790dc9445a6112cfdb1ed5d11cb5f51b2778486392108073",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/andriyprotsak5/actions/runs/37449210811"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-10-06T10:25:31.000Z",
      "commit": "9d0181c82d5bb363a39f86683b8bb88355ea2d5e",
      "fileid": "https://r2.ropensci.org/730a3de09ce7a8d7abcba0427a304b3fea7184d1fbe6230d2c6c754149daa337",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/andriyprotsak5/actions/runs/37449210811"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-10-06T10:25:30.000Z",
      "commit": "9d0181c82d5bb363a39f86683b8bb88355ea2d5e",
      "fileid": "https://r2.ropensci.org/daf59c81fbb28a2ff10fcf4c31b8b5cba160a253aad15dd0c6e71b7cc4d4017b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/andriyprotsak5/actions/runs/37449210811"
    }
  ]
}