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  "Title": "Random Subspace Method (RSM) for Linear Regression",
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  "Date": "2015-09-11",
  "Author": "Pawel Teisseyre, Robert A. Klopotek",
  "Maintainer": "Pawel Teisseyre <teisseyrep@ipipan.waw.pl>",
  "Description": "Performs Random Subspace Method (RSM) for high-dimensional\nlinear regression to obtain variable importance measures. The\nfinal model is chosen based on validation set or Generalized\nInformation Criterion.",
  "License": "LGPL-2 | LGPL-3 | GPL-2 | GPL-3",
  "URL": "http://www.ipipan.eu/~teisseyrep/SOFTWARE/",
  "Archs": "x64",
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  "Packaged": {
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  "Date/Publication": "2015-09-11 16:38:15 UTC",
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    "regRSM.formula",
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    {
      "page": "ImpPlot.regRSM",
      "title": "Variable importance plot from 'regRSM' object.",
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        "ImpPlot",
        "ImpPlot.regRSM"
      ]
    },
    {
      "page": "plot.regRSM",
      "title": "Plot from 'regRSM' object.",
      "topics": [
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      ]
    },
    {
      "page": "predict.regRSM",
      "title": "Predictions from a 'regRSM' object.",
      "topics": [
        "predict.regRSM"
      ]
    },
    {
      "page": "print.regRSM",
      "title": "Print 'regRSM' object.",
      "topics": [
        "print.regRSM"
      ]
    },
    {
      "page": "regRSM",
      "title": "Random Subspace Method (RSM) for linear regression.",
      "topics": [
        "regRSM",
        "regRSM.default",
        "regRSM.formula"
      ]
    },
    {
      "page": "roc.regRSM",
      "title": "ROC curve and AUC parameter.",
      "topics": [
        "roc",
        "roc.regRSM"
      ]
    },
    {
      "page": "summary.regRSM",
      "title": "Print 'regRSM' object.",
      "topics": [
        "summary.regRSM"
      ]
    },
    {
      "page": "validate.regRSM",
      "title": "Selects the new final model from existing 'regRSM' object.",
      "topics": [
        "validate",
        "validate.regRSM"
      ]
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