{
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  "Package": "woeBinning",
  "Type": "Package",
  "Title": "Supervised Weight of Evidence Binning of Numeric Variables and\nFactors",
  "Version": "0.1.6",
  "Date": "2018-07-10",
  "Author": "Thilo Eichenberg",
  "Maintainer": "Thilo Eichenberg <te.r@gmx.net>",
  "Description": "Implements an automated binning of numeric variables and\nfactors with respect to a dichotomous target variable. Two\napproaches are provided: An implementation of fine and coarse\nclassing that merges granular classes and levels step by step.\nAnd a tree-like approach that iteratively segments the initial\nbins via binary splits. Both procedures merge, respectively\nsplit, bins based on similar weight of evidence (WOE) values\nand stop via an information value (IV) based criteria. The\npackage can be used with single variables or an entire data\nframe. It provides flexible tools for exploring different\nbinning solutions and for deploying them to (new) data.",
  "License": "GPL (>= 2)",
  "LazyData": "TRUE",
  "RoxygenNote": "6.0.1",
  "NeedsCompilation": "no",
  "Packaged": {
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    "User": "root"
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  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2018-07-28 15:40:02 UTC",
  "RemoteUrl": "https://github.com/cran/woeBinning",
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  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/woeBinning",
  "_commit": {
    "id": "a75966e200b70fab8526e20dae469b43df43284d",
    "author": "Thilo Eichenberg <te.r@gmx.net>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.1.6\n",
    "time": 1532792402
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  "_maintainer": {
    "name": "Thilo Eichenberg",
    "email": "te.r@gmx.net"
  },
  "_registered": true,
  "_dependencies": [],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 5,
  "_userbio": {
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    "type": "organization",
    "name": "cran",
    "description": "Unofficial read-only mirror of all CRAN R packages"
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  "_downloads": {
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    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/woeBinning"
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  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/woeBinning.html",
    "manual.pdf"
  ],
  "_realowner": "cran",
  "_cranurl": false,
  "_releases": [
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      "version": "0.1.1",
      "date": "2017-02-21"
    },
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      "date": "2017-03-06"
    },
    {
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      "date": "2017-03-10"
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    "woe.binning.deploy",
    "woe.binning.plot",
    "woe.binning.table",
    "woe.tree.binning"
  ],
  "_datasets": [
    {
      "name": "germancredit",
      "title": "German Credit Data",
      "object": "germancredit",
      "class": [
        "data.frame"
      ],
      "fields": [
        "status.of.existing.checking.account",
        "duration.in.month",
        "credit.history",
        "purpose",
        "credit.amount",
        "savings.account.and.bonds",
        "present.employment.since",
        "installment.rate.in.percentage.of.disposable.income",
        "personal.status.and.sex",
        "other.debtors.or.guarantors",
        "present.residence.since",
        "property",
        "age.in.years",
        "other.installment.plans",
        "housing",
        "number.of.existing.credits.at.this.bank",
        "job",
        "number.of.people.being.liable.to.provide.maintenance.for",
        "telephone",
        "foreign.worker",
        "creditability"
      ],
      "rows": 1000,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "germancredit",
      "title": "German Credit Data",
      "topics": [
        "germancredit"
      ]
    },
    {
      "page": "woe.binning",
      "title": "Binning via Fine and Coarse Classing",
      "topics": [
        "woe.binning"
      ]
    },
    {
      "page": "woe.binning.deploy",
      "title": "Deployment of Binning",
      "topics": [
        "woe.binning.deploy"
      ]
    },
    {
      "page": "woe.binning.plot",
      "title": "Visualization of Binning",
      "topics": [
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      ]
    },
    {
      "page": "woe.binning.table",
      "title": "Tabulation of Binning",
      "topics": [
        "woe.binning.table"
      ]
    },
    {
      "page": "woe.tree.binning",
      "title": "Binning via Tree-Like Segmentation",
      "topics": [
        "woe.tree.binning"
      ]
    },
    {
      "page": "woeBinning",
      "title": "Package for Supervised Weight of Evidence Binning",
      "topics": [
        "woeBinning"
      ]
    }
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