{
  "_id": "6a15609aacfb0bcc41d60c9a",
  "Package": "propOverlap",
  "Type": "Package",
  "Title": "Feature (gene) selection based on the Proportional Overlapping\nScores",
  "Version": "1.0",
  "Date": "2014-09-15",
  "Author": "Osama Mahmoud, Andrew Harrison, Aris Perperoglou, Asma Gul,\nZardad Khan, Berthold Lausen",
  "Maintainer": "Osama Mahmoud <ofamah@essex.ac.uk>",
  "Description": "A package for selecting the most relevant features (genes)\nin the high-dimensional binary classification problems. The\ndiscriminative features are identified using analyzing the\noverlap between the expression values across both classes. The\npackage includes functions for measuring the proportional\noverlapping score for each gene avoiding the outliers effect.\nThe used measure for the overlap is the one defined in the\n\"Proportional Overlapping Score (POS)\" technique for feature\nselection. A gene mask which represents a gene's classification\npower can also be produced for each gene (feature). The set\nsize of the selected genes might be set by the user. The\nminimum set of genes that correctly classify the maximum number\nof the given tissue samples (observations) can be also\nproduced.",
  "LazyLoad": "yes",
  "License": "GPL (>= 2)",
  "Packaged": {
    "Date": "2026-05-26 08:55:35 UTC",
    "User": "root"
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  "NeedsCompilation": "no",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2014-09-15 00:00:00 UTC",
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    "author": "Osama Mahmoud <ofamah@essex.ac.uk>",
    "committer": "Gabor Csardi <csardi.gabor@gmail.com>",
    "message": "version 1.0\n",
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      "title": "Feature (gene) selection based on the Proportional Overlapping Scores.",
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        "propOverlap-package",
        "propOverlap"
      ]
    },
    {
      "page": "CoreIntervals",
      "title": "Computing the Core Intervals for Both Classes.",
      "topics": [
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      ]
    },
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      "title": "Producing Gene Masks.",
      "topics": [
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      "title": "Leukaemia data set.",
      "topics": [
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      "topics": [
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      ]
    },
    {
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      "title": "Calculating the proportional Overlapping Scores.",
      "topics": [
        "POS"
      ]
    },
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      "title": "Assiging the Relative Dominant Class.",
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      ]
    },
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      "title": "Gene (Feature) Selection.",
      "topics": [
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    }
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