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  "Package": "measures",
  "Title": "Performance Measures for Statistical Learning",
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  "Authors@R": "person(\"Philipp\", \"Probst\", email = \"philipp_probst@gmx.de\", role = c(\"aut\", \"cre\"))",
  "Description": "Provides the biggest amount of statistical measures in the\nwhole R world. Includes measures of regression, (multiclass)\nclassification and multilabel classification. The measures come\nmainly from the 'mlr' package and were programed by several\n'mlr' developers.",
  "License": "GPL-3",
  "Encoding": "UTF-8",
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  "Repository": "https://philipppro.r-universe.dev",
  "Date/Publication": "2021-01-19 14:30:38 UTC",
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    "ARSQ",
    "AUC",
    "BAC",
    "BER",
    "Brier",
    "BrierScaled",
    "EXPVAR",
    "F1",
    "FDR",
    "FN",
    "FNR",
    "FP",
    "FPR",
    "GMEAN",
    "GPR",
    "KAPPA",
    "KendallTau",
    "listAllMeasures",
    "Logloss",
    "LSR",
    "MAE",
    "MAPE",
    "MCC",
    "MEDAE",
    "MEDSE",
    "MMCE",
    "MSE",
    "MSLE",
    "multiclass.AU1P",
    "multiclass.AU1U",
    "multiclass.AUNP",
    "multiclass.AUNU",
    "multiclass.Brier",
    "MultilabelACC",
    "MultilabelF1",
    "MultilabelHamloss",
    "MultilabelPPV",
    "MultilabelSubset01",
    "MultilabelTPR",
    "NPV",
    "PPV",
    "QSR",
    "RAE",
    "RMSE",
    "RMSLE",
    "RRSE",
    "RSQ",
    "SAE",
    "SpearmanRho",
    "SSE",
    "SSR",
    "TN",
    "TNR",
    "TP",
    "TPR",
    "WKAPPA"
  ],
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    {
      "page": "ACC",
      "title": "Accuracy",
      "topics": [
        "ACC"
      ]
    },
    {
      "page": "ARSQ",
      "title": "Adjusted coefficient of determination",
      "topics": [
        "ARSQ"
      ]
    },
    {
      "page": "AUC",
      "title": "Area under the curve",
      "topics": [
        "AUC"
      ]
    },
    {
      "page": "BAC",
      "title": "Balanced accuracy",
      "topics": [
        "BAC"
      ]
    },
    {
      "page": "BER",
      "title": "Balanced error rate",
      "topics": [
        "BER"
      ]
    },
    {
      "page": "Brier",
      "title": "Brier score",
      "topics": [
        "Brier"
      ]
    },
    {
      "page": "BrierScaled",
      "title": "Brier scaled",
      "topics": [
        "BrierScaled"
      ]
    },
    {
      "page": "EXPVAR",
      "title": "Explained variance",
      "topics": [
        "EXPVAR"
      ]
    },
    {
      "page": "F1",
      "title": "F1 measure",
      "topics": [
        "F1"
      ]
    },
    {
      "page": "FDR",
      "title": "False discovery rate",
      "topics": [
        "FDR"
      ]
    },
    {
      "page": "FN",
      "title": "False negatives",
      "topics": [
        "FN"
      ]
    },
    {
      "page": "FNR",
      "title": "False negative rate",
      "topics": [
        "FNR"
      ]
    },
    {
      "page": "FP",
      "title": "False positives",
      "topics": [
        "FP"
      ]
    },
    {
      "page": "FPR",
      "title": "False positive rate",
      "topics": [
        "FPR"
      ]
    },
    {
      "page": "GMEAN",
      "title": "G-mean",
      "topics": [
        "GMEAN"
      ]
    },
    {
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      "title": "Geometric mean of precision and recall.",
      "topics": [
        "GPR"
      ]
    },
    {
      "page": "KAPPA",
      "title": "Cohen's kappa",
      "topics": [
        "KAPPA"
      ]
    },
    {
      "page": "KendallTau",
      "title": "Kendall's tau",
      "topics": [
        "KendallTau"
      ]
    },
    {
      "page": "listAllMeasures",
      "title": "List all measures",
      "topics": [
        "listAllMeasures"
      ]
    },
    {
      "page": "Logloss",
      "title": "Logarithmic loss",
      "topics": [
        "Logloss"
      ]
    },
    {
      "page": "LSR",
      "title": "Logarithmic Scoring Rule",
      "topics": [
        "LSR"
      ]
    },
    {
      "page": "MAE",
      "title": "Mean of absolute errors",
      "topics": [
        "MAE"
      ]
    },
    {
      "page": "MAPE",
      "title": "Mean absolute percentage error",
      "topics": [
        "MAPE"
      ]
    },
    {
      "page": "MCC",
      "title": "Matthews correlation coefficient",
      "topics": [
        "MCC"
      ]
    },
    {
      "page": "MEDAE",
      "title": "Median of absolute errors",
      "topics": [
        "MEDAE"
      ]
    },
    {
      "page": "MEDSE",
      "title": "Median of squared errors",
      "topics": [
        "MEDSE"
      ]
    },
    {
      "page": "MMCE",
      "title": "Mean misclassification error",
      "topics": [
        "MMCE"
      ]
    },
    {
      "page": "MSE",
      "title": "Mean of squared errors",
      "topics": [
        "MSE"
      ]
    },
    {
      "page": "MSLE",
      "title": "Mean squared logarithmic error",
      "topics": [
        "MSLE"
      ]
    },
    {
      "page": "multiclass.AU1P",
      "title": "Weighted average 1 vs. 1 multiclass AUC",
      "topics": [
        "multiclass.AU1P"
      ]
    },
    {
      "page": "multiclass.AU1U",
      "title": "Average 1 vs. 1 multiclass AUC",
      "topics": [
        "multiclass.AU1U"
      ]
    },
    {
      "page": "multiclass.AUNP",
      "title": "Weighted average 1 vs. rest multiclass AUC",
      "topics": [
        "multiclass.AUNP"
      ]
    },
    {
      "page": "multiclass.AUNU",
      "title": "Average 1 vs. rest multiclass AUC",
      "topics": [
        "multiclass.AUNU"
      ]
    },
    {
      "page": "multiclass.Brier",
      "title": "Multiclass Brier score",
      "topics": [
        "multiclass.Brier"
      ]
    },
    {
      "page": "MultilabelACC",
      "title": "Accuracy (multilabel)",
      "topics": [
        "MultilabelACC"
      ]
    },
    {
      "page": "MultilabelF1",
      "title": "F1 measure (multilabel)",
      "topics": [
        "MultilabelF1"
      ]
    },
    {
      "page": "MultilabelHamloss",
      "title": "Hamming loss",
      "topics": [
        "MultilabelHamloss"
      ]
    },
    {
      "page": "MultilabelPPV",
      "title": "Positive predictive value (multilabel)",
      "topics": [
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      ]
    },
    {
      "page": "MultilabelSubset01",
      "title": "Subset-0-1 loss",
      "topics": [
        "MultilabelSubset01"
      ]
    },
    {
      "page": "MultilabelTPR",
      "title": "TPR (multilabel)",
      "topics": [
        "MultilabelTPR"
      ]
    },
    {
      "page": "NPV",
      "title": "Negative predictive value",
      "topics": [
        "NPV"
      ]
    },
    {
      "page": "PPV",
      "title": "Positive predictive value",
      "topics": [
        "PPV"
      ]
    },
    {
      "page": "QSR",
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      "topics": [
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      ]
    },
    {
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      "title": "Relative absolute error",
      "topics": [
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      ]
    },
    {
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      "topics": [
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      ]
    },
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      ]
    },
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      "topics": [
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