{
  "_id": "6a0f7943acfb0bcc41c62778",
  "Type": "Package",
  "Package": "TangledFeatures",
  "Title": "Feature Selection in Highly Correlated Spaces",
  "Version": "0.1.1",
  "Authors@R": "person(\"Allen\", \"Sunny\", , \"allensunny1242@gmail.com\", role = c(\"aut\", \"cre\"))",
  "Description": "Feature selection algorithm that extracts features in\nhighly correlated spaces. The extracted features are meant to\nbe fed into simple explainable models such as linear or\nlogistic regressions. The package is useful in the field of\nexplainable modelling as a way to understand variable behavior.",
  "License": "MIT + file LICENSE",
  "URL": "https://allen-1242.github.io/TangledFeatures/",
  "VignetteBuilder": "knitr",
  "Config/testthat/edition": "3",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "RoxygenNote": "7.2.3",
  "Repository": "https://allen-1242.r-universe.dev",
  "Date/Publication": "2026-05-20 23:47:24 UTC",
  "RemoteUrl": "https://github.com/allen-1242/tangledfeatures",
  "RemoteRef": "HEAD",
  "RemoteSha": "282db925187cb81b54361747b9d777ece54e8202",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-21 03:48:49 UTC",
    "User": "root"
  },
  "Author": "Allen Sunny [aut, cre]",
  "Maintainer": "Allen Sunny <allensunny1242@gmail.com>",
  "MD5sum": "0c8bf7eb5e012e26b6cad6646e98c745",
  "_user": "allen-1242",
  "_type": "src",
  "_file": "TangledFeatures_0.1.1.tar.gz",
  "_fileid": "1df808f7a2287580b02850ef181796c909cf80c75ef4f72748ab632037795b71",
  "_filesize": 208585,
  "_sha256": "1df808f7a2287580b02850ef181796c909cf80c75ef4f72748ab632037795b71",
  "_created": "2026-05-21T03:48:49.000Z",
  "_published": "2026-05-21T21:29:39.326Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77272428088,
      "time": 184,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "7126924800"
    },
    {
      "job": 77272427946,
      "time": 196,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7126926476"
    },
    {
      "job": 77272428141,
      "time": 129,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "ERROR",
      "artifact": "7126914409"
    },
    {
      "job": 77272428112,
      "time": 138,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7126915927"
    },
    {
      "job": 77272427631,
      "time": 1909,
      "config": "source",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7126892923"
    },
    {
      "job": 77272427555,
      "time": 134,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7147639530"
    },
    {
      "job": 77272428017,
      "time": 119,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "7126913404"
    },
    {
      "job": 77272428057,
      "time": 119,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "ERROR",
      "artifact": "7126913587"
    },
    {
      "job": 77272428091,
      "time": 117,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7126913237"
    }
  ],
  "_buildurl": "https://github.com/r-universe/allen-1242/actions/runs/26203324829",
  "_status": "failure",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/allen-1242/tangledfeatures",
  "_commit": {
    "id": "282db925187cb81b54361747b9d777ece54e8202",
    "author": "Allen-1242 <38442710+Allen-1242@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Update README.md",
    "time": 1779320844
  },
  "_maintainer": {
    "name": "Allen Sunny",
    "email": "allensunny1242@gmail.com",
    "login": "allen-1242",
    "description": "Data Scientist ",
    "uuid": 38442710
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 2.10",
      "role": "Depends"
    },
    {
      "package": "correlation",
      "role": "Imports"
    },
    {
      "package": "data.table",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "fastDummies",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "igraph",
      "role": "Imports"
    },
    {
      "package": "janitor",
      "role": "Imports"
    },
    {
      "package": "Matrix",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "purrr",
      "role": "Imports"
    },
    {
      "package": "ranger",
      "role": "Imports"
    },
    {
      "package": "broom",
      "role": "Imports"
    },
    {
      "package": "broom.mixed",
      "role": "Imports"
    },
    {
      "package": "caret",
      "role": "Imports"
    },
    {
      "package": "jtools",
      "role": "Imports"
    },
    {
      "package": "randomForest",
      "role": "Imports"
    },
    {
      "package": "glmnet",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "R.rsp",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "allen-1242",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-37",
      "n": 3
    },
    {
      "week": "2026-21",
      "n": 2
    }
  ],
  "_tags": [],
  "_topics": [
    "documentation",
    "neurips-2025"
  ],
  "_stars": 0,
  "_contributors": [
    {
      "user": "allen-1242",
      "count": 114,
      "uuid": 38442710
    }
  ],
  "_userbio": {
    "uuid": 38442710,
    "type": "user",
    "name": "Allen-1242",
    "description": "Data Scientist "
  },
  "_downloads": {
    "count": 205,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/TangledFeatures"
  },
  "_devurl": "https://github.com/allen-1242/tangledfeatures",
  "_pkgdown": "https://allen-1242.github.io/TangledFeatures/",
  "_searchresults": 10,
  "_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/TangledFeatures.html",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/allen-1242/tangledfeatures",
  "_realowner": "allen-1242",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.1",
      "date": "2023-02-14"
    }
  ],
  "_exports": [
    "DataCleaning",
    "GeneralCor",
    "TangledFeatures"
  ],
  "_datasets": [
    {
      "name": "Advertisement",
      "title": "Advertisement dataset",
      "object": "Advertisement",
      "class": [
        "data.frame"
      ],
      "fields": [
        "TV",
        "Radio",
        "Newspaper",
        "Sales"
      ],
      "rows": 200,
      "table": true,
      "tojson": true
    },
    {
      "name": "Housing_Prices_dataset",
      "title": "Housing prices dataset",
      "object": "Housing_Prices_dataset",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Id",
        "MSSubClass",
        "MSZoning",
        "LotFrontage",
        "LotArea",
        "Street",
        "Alley",
        "LotShape",
        "LandContour",
        "Utilities",
        "LotConfig",
        "LandSlope",
        "Neighborhood",
        "Condition1",
        "Condition2",
        "BldgType",
        "HouseStyle",
        "OverallQual",
        "OverallCond",
        "YearBuilt",
        "YearRemodAdd",
        "RoofStyle",
        "RoofMatl",
        "Exterior1st",
        "Exterior2nd",
        "MasVnrType",
        "MasVnrArea",
        "ExterQual",
        "ExterCond",
        "Foundation",
        "BsmtQual",
        "BsmtCond",
        "BsmtExposure",
        "BsmtFinType1",
        "BsmtFinSF1",
        "BsmtFinType2",
        "BsmtFinSF2",
        "BsmtUnfSF",
        "TotalBsmtSF",
        "Heating",
        "HeatingQC",
        "CentralAir",
        "Electrical",
        "X1stFlrSF",
        "X2ndFlrSF",
        "LowQualFinSF",
        "GrLivArea",
        "BsmtFullBath",
        "BsmtHalfBath",
        "FullBath",
        "HalfBath",
        "BedroomAbvGr",
        "KitchenAbvGr",
        "KitchenQual",
        "TotRmsAbvGrd",
        "Functional",
        "Fireplaces",
        "FireplaceQu",
        "GarageType",
        "GarageYrBlt",
        "GarageFinish",
        "GarageCars",
        "GarageArea",
        "GarageQual",
        "GarageCond",
        "PavedDrive",
        "WoodDeckSF",
        "OpenPorchSF",
        "EnclosedPorch",
        "X3SsnPorch",
        "ScreenPorch",
        "PoolArea",
        "PoolQC",
        "Fence",
        "MiscFeature",
        "MiscVal",
        "MoSold",
        "YrSold",
        "SaleType",
        "SaleCondition",
        "SalePrice"
      ],
      "rows": 1460,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "Advertisement",
      "title": "Advertisement dataset",
      "topics": [
        "Advertisement"
      ]
    },
    {
      "page": "DataCleaning",
      "title": "Automatic Data Cleaning",
      "topics": [
        "DataCleaning"
      ]
    },
    {
      "page": "GeneralCor",
      "title": "Generalized Correlation function",
      "topics": [
        "GeneralCor"
      ]
    },
    {
      "page": "Housing_Prices_dataset",
      "title": "Housing prices dataset",
      "topics": [
        "Housing_Prices_dataset"
      ]
    },
    {
      "page": "TangledFeatures",
      "title": "The main TangledFeatures function",
      "topics": [
        "TangledFeatures"
      ]
    }
  ],
  "_pkglogo": "https://github.com/allen-1242/tangledfeatures/raw/HEAD/man/figures/logo.png",
  "_readme": "https://github.com/allen-1242/tangledfeatures/raw/HEAD/README.md",
  "_rundeps": [
    "backports",
    "bayestestR",
    "broom",
    "broom.mixed",
    "caret",
    "class",
    "cli",
    "clock",
    "coda",
    "codetools",
    "correlation",
    "cpp11",
    "data.table",
    "datawizard",
    "diagram",
    "digest",
    "dplyr",
    "e1071",
    "farver",
    "fastDummies",
    "forcats",
    "foreach",
    "furrr",
    "future",
    "future.apply",
    "generics",
    "ggplot2",
    "glmnet",
    "globals",
    "glue",
    "gower",
    "gtable",
    "hardhat",
    "hms",
    "igraph",
    "insight",
    "ipred",
    "isoband",
    "iterators",
    "janitor",
    "jtools",
    "KernSmooth",
    "labeling",
    "lattice",
    "lava",
    "lifecycle",
    "listenv",
    "lubridate",
    "magrittr",
    "MASS",
    "Matrix",
    "ModelMetrics",
    "nlme",
    "nnet",
    "numDeriv",
    "pander",
    "parallelly",
    "parameters",
    "pillar",
    "pkgconfig",
    "plyr",
    "pROC",
    "prodlim",
    "progressr",
    "proxy",
    "purrr",
    "R6",
    "randomForest",
    "ranger",
    "RColorBrewer",
    "Rcpp",
    "RcppEigen",
    "recipes",
    "reshape2",
    "rlang",
    "rpart",
    "S7",
    "sandwich",
    "scales",
    "shape",
    "snakecase",
    "sparsevctrs",
    "SQUAREM",
    "stringi",
    "stringr",
    "survival",
    "tibble",
    "tidyr",
    "tidyselect",
    "timechange",
    "timeDate",
    "tzdb",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr",
    "zoo"
  ],
  "_score": 3,
  "_indexed": true,
  "_nocasepkg": "tangledfeatures",
  "_universes": [
    "allen-1242"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.1",
      "date": "2026-05-21T03:51:26.000Z",
      "distro": "noble",
      "commit": "282db925187cb81b54361747b9d777ece54e8202",
      "fileid": "0817f74e14f123d79c8661194e06de9752cd22af28cffb4522ec0705c084f98e",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/allen-1242/actions/runs/26203324829"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.1",
      "date": "2026-05-21T03:51:41.000Z",
      "distro": "noble",
      "commit": "282db925187cb81b54361747b9d777ece54e8202",
      "fileid": "731c84448618567ee22c264ca8793b0a3429cfc0059e56f23cbca3bf6af4cfb8",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/allen-1242/actions/runs/26203324829"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.1",
      "date": "2026-05-21T03:50:49.000Z",
      "commit": "282db925187cb81b54361747b9d777ece54e8202",
      "fileid": "51e514e1e1a550b34cbad098c4de091a70ee1c423996d3f93169511fdb8454ea",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/allen-1242/actions/runs/26203324829"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.1",
      "date": "2026-05-21T03:50:52.000Z",
      "commit": "282db925187cb81b54361747b9d777ece54e8202",
      "fileid": "0b3a26725a5664bbb5aee52301928fa40a551c26191b33e9b156512f42db4ab3",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/allen-1242/actions/runs/26203324829"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.1",
      "date": "2026-05-21T21:29:19.000Z",
      "commit": "282db925187cb81b54361747b9d777ece54e8202",
      "fileid": "faf8ec12390fc61251d57e5bc4ffcd659128530676255ba723e2152c168a741f",
      "status": "success",
      "buildurl": "https://github.com/r-universe/allen-1242/actions/runs/26203324829"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.1",
      "date": "2026-05-21T03:50:17.000Z",
      "commit": "282db925187cb81b54361747b9d777ece54e8202",
      "fileid": "18ca5dee55b3ada952c2f433361975829fd36edb80f75870a90c5edc30fb152f",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/allen-1242/actions/runs/26203324829"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.1",
      "date": "2026-05-21T03:50:17.000Z",
      "commit": "282db925187cb81b54361747b9d777ece54e8202",
      "fileid": "cad274074a33b1cc28e4f31856cd494a817a581f18a86b7e9e916411f5ef01f1",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/allen-1242/actions/runs/26203324829"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.1.1",
      "date": "2026-05-21T03:50:17.000Z",
      "commit": "282db925187cb81b54361747b9d777ece54e8202",
      "fileid": "fc76f0947c7419cfb72179ec05cf4a14fde086cbcff62013b2866ee759c98cbd",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/allen-1242/actions/runs/26203324829"
    }
  ]
}