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  "Package": "SoftClustering",
  "Type": "Package",
  "Title": "Soft Clustering Algorithms",
  "Description": "It contains soft clustering algorithms, in particular\napproaches derived from rough set theory: Lingras & West\noriginal rough k-means, Peters' refined rough k-means, and PI\nrough k-means. It also contains classic k-means and a\ncorresponding illustrative demo.",
  "Version": "2.1.3",
  "Author": "G. Peters (Ed.)",
  "Maintainer": "G. Peters <peters.activities@gmail.com>",
  "License": "GPL-2",
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  "Date/Publication": "2023-08-18 08:30:57 UTC",
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    "message": "version 2.1.3\n",
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    "RoughKMeans_PE",
    "RoughKMeans_PI",
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        "Feature2"
      ],
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      "tojson": true
    },
    {
      "name": "initMeansC2D2a",
      "title": "Two-dimensional dataset with two initial cluster means for the dataset DemoDataC2D2a. See examples in the Help/Description of a function, e.g. for HardKMeansDemo().",
      "object": "initMeansC2D2a",
      "class": [
        "data.frame"
      ],
      "fields": [
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        "V2"
      ],
      "rows": 2,
      "table": true,
      "tojson": true
    },
    {
      "name": "initMeansC3D2a",
      "title": "Two-dimensional dataset with three initial cluster means for the dataset DemoDataC2D2a. See examples in the Help/Description of a function, e.g. for HardKMeansDemo().",
      "object": "initMeansC3D2a",
      "class": [
        "data.frame"
      ],
      "fields": [
        "V1",
        "V2"
      ],
      "rows": 3,
      "table": true,
      "tojson": true
    },
    {
      "name": "initMeansC4D2a",
      "title": "Two-dimensional dataset with four initial cluster means for the dataset DemoDataC2D2a. See examples in the Help/Description of a function, e.g. for HardKMeansDemo().",
      "object": "initMeansC4D2a",
      "class": [
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      ],
      "fields": [
        "V1",
        "V2"
      ],
      "rows": 4,
      "table": true,
      "tojson": true
    },
    {
      "name": "initMeansC5D2a",
      "title": "Two-dimensional dataset with five initial cluster means for the dataset DemoDataC2D2a. See examples in the Help/Description of a function, e.g. for HardKMeansDemo().",
      "object": "initMeansC5D2a",
      "class": [
        "data.frame"
      ],
      "fields": [
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        "V2"
      ],
      "rows": 5,
      "table": true,
      "tojson": true
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  ],
  "_help": [
    {
      "page": "createLowerMShipMatrix",
      "title": "Create Lower Approximation",
      "topics": [
        "createLowerMShipMatrix"
      ]
    },
    {
      "page": "datatypeInteger",
      "title": "Rough k-Means Plotting",
      "topics": [
        "datatypeInteger"
      ]
    },
    {
      "page": "DemoDataC2D2a",
      "title": "A small two-dimensional dataset with two clusters for demonstration purposes. See examples in the Help/Description of a function, e.g. for HardKMeansDemo().",
      "topics": [
        "DemoDataC2D2a"
      ]
    },
    {
      "page": "HardKMeans",
      "title": "Hard k-Means",
      "topics": [
        "HardKMeans"
      ]
    },
    {
      "page": "HardKMeansDemo",
      "title": "Hard k-Means Demo",
      "topics": [
        "HardKMeansDemo"
      ]
    },
    {
      "page": "initializeMeansMatrix",
      "title": "Initialize Means Matrix",
      "topics": [
        "initializeMeansMatrix"
      ]
    },
    {
      "page": "initMeansC2D2a",
      "title": "Two-dimensional dataset with two initial cluster means for the dataset DemoDataC2D2a. See examples in the Help/Description of a function, e.g. for HardKMeansDemo().",
      "topics": [
        "initMeansC2D2a"
      ]
    },
    {
      "page": "initMeansC3D2a",
      "title": "Two-dimensional dataset with three initial cluster means for the dataset DemoDataC2D2a. See examples in the Help/Description of a function, e.g. for HardKMeansDemo().",
      "topics": [
        "initMeansC3D2a"
      ]
    },
    {
      "page": "initMeansC4D2a",
      "title": "Two-dimensional dataset with four initial cluster means for the dataset DemoDataC2D2a. See examples in the Help/Description of a function, e.g. for HardKMeansDemo().",
      "topics": [
        "initMeansC4D2a"
      ]
    },
    {
      "page": "initMeansC5D2a",
      "title": "Two-dimensional dataset with five initial cluster means for the dataset DemoDataC2D2a. See examples in the Help/Description of a function, e.g. for HardKMeansDemo().",
      "topics": [
        "initMeansC5D2a"
      ]
    },
    {
      "page": "normalizeMatrix",
      "title": "Matrix Normalization",
      "topics": [
        "normalizeMatrix"
      ]
    },
    {
      "page": "plotRoughKMeans",
      "title": "Rough k-Means Plotting",
      "topics": [
        "plotRoughKMeans"
      ]
    },
    {
      "page": "RoughKMeans_LW",
      "title": "Lingras & West's Rough k-Means",
      "topics": [
        "RoughKMeans_LW"
      ]
    },
    {
      "page": "RoughKMeans_PE",
      "title": "Peters' Rough k-Means",
      "topics": [
        "RoughKMeans_PE"
      ]
    },
    {
      "page": "RoughKMeans_PI",
      "title": "'PI' Rough k-Means",
      "topics": [
        "RoughKMeans_PI"
      ]
    },
    {
      "page": "RoughKMeans_SHELL",
      "title": "Rough k-Means Shell",
      "topics": [
        "RoughKMeans_SHELL"
      ]
    }
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