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  "Package": "MUVR2",
  "Title": "Multivariate Methods with Unbiased Variable Selection",
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  "Authors@R": "c(person(given = \"Carl\",\nfamily = \"Brunius\",\nrole = \"aut\",\nemail = \"carl.brunius@chalmers.se\"),\nperson(given = \"Yingxiao\",\nfamily = \"Yan\",\nrole = c(\"aut\", \"cre\"),\nemail = \"yingxiao@chalmers.se\"))",
  "Author": "Carl Brunius [aut], Yingxiao Yan [aut, cre]",
  "Maintainer": "Yingxiao Yan <yingxiao@chalmers.se>",
  "Description": "Predictive multivariate modelling for metabolomics. Types:\nClassification and regression. Methods: Partial Least Squares,\nRandom Forest ans Elastic Net Data structures: Paired and\nunpaired Validation: repeated double cross-validation\n(Westerhuis et al. (2008)<doi:10.1007/s11306-007-0099-6>,\nFilzmoser et al. (2009)<doi:10.1002/cem.1225>) Variable\nselection: Performed internally, through tuning in the inner\ncross-validation loop.",
  "URL": "https://github.com/MetaboComp/MUVR2",
  "BugReports": "https://github.com/MetaboComp/MUVR2/issues",
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  "Repository": "https://metabocomp.r-universe.dev",
  "Date/Publication": "2024-09-18 06:39:51 UTC",
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    "author": "Yingxiao Yan <yingxiao@chalmers.se>",
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    "message": "Fix a bug of Y empty levels. Removing levels with zero observations\n",
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    },
    {
      "name": "Yotu",
      "title": "Village of capture of mosquitos for the classification tutorial",
      "object": "mosquito",
      "class": [
        "factor"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "YR",
      "title": "Rye consumption for the rye metabolomics regression tutorial",
      "object": "freelive",
      "class": [
        "numeric"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "YR2",
      "title": "Rye consumption for the rye metabolomics regression tutorial, using unique individuals",
      "object": "freelive2",
      "class": [
        "numeric"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "biplotPLS",
      "title": "PLS biplot",
      "topics": [
        "biplotPLS"
      ]
    },
    {
      "page": "checkinput",
      "title": "Check input",
      "topics": [
        "checkinput"
      ]
    },
    {
      "page": "confusionMatrix",
      "title": "Confusion matrix",
      "topics": [
        "confusionMatrix"
      ]
    },
    {
      "page": "crispEM",
      "title": "Effect matrix for the crisp multilevel tutorial",
      "topics": [
        "crispEM"
      ]
    },
    {
      "page": "customParams",
      "title": "Make custom parameters for internal modelling",
      "topics": [
        "customParams"
      ]
    },
    {
      "page": "get_rmsep",
      "title": "Get RMSEP",
      "topics": [
        "get_rmsep"
      ]
    },
    {
      "page": "getBER",
      "title": "Get BER",
      "topics": [
        "getBER"
      ]
    },
    {
      "page": "getMISS",
      "title": "Get number of misclassifications",
      "topics": [
        "getMISS"
      ]
    },
    {
      "page": "getVar",
      "title": "Get min, mid or max model from Elastic Net modelling",
      "topics": [
        "getVar"
      ]
    },
    {
      "page": "getVIRank",
      "title": "Get variable importance",
      "topics": [
        "getVIRank"
      ]
    },
    {
      "page": "H0_reference",
      "title": "Get reference distribution for resampling tests",
      "topics": [
        "H0_reference"
      ]
    },
    {
      "page": "H0_test",
      "title": "Perform permutation or resampling tests",
      "topics": [
        "H0_test"
      ]
    },
    {
      "page": "IDR",
      "title": "Subject identifiers for the rye metabolomics regression tutorial",
      "topics": [
        "IDR"
      ]
    },
    {
      "page": "IDR2",
      "title": "Subject identifiers for the rye metabolomics regression tutorial, using unique individuals",
      "topics": [
        "IDR2"
      ]
    },
    {
      "page": "mergeModels",
      "title": "Merge two MUVR class objects",
      "topics": [
        "mergeModels"
      ]
    },
    {
      "page": "MUVR2",
      "title": "MUVR2 with PLS and RF",
      "topics": [
        "MUVR2"
      ]
    },
    {
      "page": "MUVR2_EN",
      "title": "MUVR2 with EN",
      "topics": [
        "MUVR2_EN"
      ]
    },
    {
      "page": "nearZeroVar",
      "title": "Identify variables with near zero variance",
      "topics": [
        "nearZeroVar"
      ]
    },
    {
      "page": "onehotencoding",
      "title": "One hot encoding",
      "topics": [
        "onehotencoding"
      ]
    },
    {
      "page": "permutationPlot",
      "title": "Plot permutation analysis",
      "topics": [
        "permutationPlot"
      ]
    },
    {
      "page": "plotMV",
      "title": "Plot predictions",
      "topics": [
        "plotMV"
      ]
    },
    {
      "page": "plotPCA",
      "title": "PCA score plot",
      "topics": [
        "plotPCA"
      ]
    },
    {
      "page": "plotPerm",
      "title": "Plot for comparison of actual model fitness vs permutation/resampling",
      "topics": [
        "plotPerm"
      ]
    },
    {
      "page": "plotPred",
      "title": "Plot predictions for PLS regression",
      "topics": [
        "plotPred"
      ]
    },
    {
      "page": "plotStability",
      "title": "Plot stability",
      "topics": [
        "plotStability"
      ]
    },
    {
      "page": "plotVAL",
      "title": "Plot validation metric",
      "topics": [
        "plotVAL"
      ]
    },
    {
      "page": "plotVIRank",
      "title": "Plot variable importance ranking",
      "topics": [
        "plotVIRank"
      ]
    },
    {
      "page": "pPerm",
      "title": "Calculate permutation p-value Calculate perutation p-value of actual model performance vs null hypothesis distribution. `pPerm` will calculate the cumulative (1-tailed) probability of `actual` belonging to `permutation_distribution`. `side` is guessed by actual value compared to median(permutation_distribution). Test is performed on original data OR ranked for non-parametric statistics.",
      "topics": [
        "pPerm"
      ]
    },
    {
      "page": "predMV",
      "title": "Predict outcomes Predict MV object using a MUVR class object and a X testing set. At present, this function only supports predictions for PLS regression type problems.",
      "topics": [
        "predMV"
      ]
    },
    {
      "page": "preProcess",
      "title": "Perform matrix pre-processing",
      "topics": [
        "preProcess"
      ]
    },
    {
      "page": "Q2_calculation",
      "title": "Q2 calculation",
      "topics": [
        "Q2_calculation"
      ]
    },
    {
      "page": "qMUVR2",
      "title": "Wrapper for speedy access to MUVR2 (autosetup of parallelization)",
      "topics": [
        "qMUVR2"
      ]
    },
    {
      "page": "rdCV",
      "title": "Wrapper for repeated double cross-validation without variable selection",
      "topics": [
        "rdCV"
      ]
    },
    {
      "page": "rdcvNetParams",
      "title": "Make custom parameters for rdcvNet internal modelling",
      "topics": [
        "rdcvNetParams"
      ]
    },
    {
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