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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",
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  "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.",
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  "URL": "http://www.ipipan.eu/~teisseyrep/SOFTWARE/",
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    "User": "root"
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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"
      ]
    },
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      "title": "Plot from 'regRSM' object.",
      "topics": [
        "plot.regRSM"
      ]
    },
    {
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      "title": "Predictions from a 'regRSM' object.",
      "topics": [
        "predict.regRSM"
      ]
    },
    {
      "page": "print.regRSM",
      "title": "Print 'regRSM' object.",
      "topics": [
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      ]
    },
    {
      "page": "regRSM",
      "title": "Random Subspace Method (RSM) for linear regression.",
      "topics": [
        "regRSM",
        "regRSM.default",
        "regRSM.formula"
      ]
    },
    {
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        "roc.regRSM"
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    {
      "page": "summary.regRSM",
      "title": "Print 'regRSM' object.",
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      ]
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      "title": "Selects the new final model from existing 'regRSM' object.",
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        "validate.regRSM"
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