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  "Date": "2025-10-20",
  "Title": "The Eigenvalues Entropy as a Classifier Evaluation Measure",
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  "Author": "Doulaye Dembele [aut, cre] (ORCID:\n<https://orcid.org/0000-0003-3879-6940>)",
  "Maintainer": "Doulaye Dembele <doulaye@igbmc.fr>",
  "Description": "The confusion matrix (CM) is used to get a classifier's\nevaluation measure in order to select a method among many. A\nstochastic matrix and its transformation are computed from the\nCM. The eigenvalues of the transformed symmetric matrix are\nused to get an entropy which appears to be a good evaluation\nmeasure. Many other measures, commonly used, are provided for\ncomparison purpose.",
  "License": "GPL (>= 2)",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-10 09:04:15 UTC",
    "User": "root"
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  "Repository": "https://doulaye.r-universe.dev",
  "Date/Publication": "2025-11-11 10:42:18 UTC",
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    "login": "doulaye",
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    "eve.bounds",
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    "m2two.k"
  ],
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    {
      "page": "eve-package",
      "title": "The Eigenvalues Entropy as a Classifier Evaluation Measure",
      "topics": [
        "eve-package"
      ]
    },
    {
      "page": "eve",
      "title": "Eigenvalue entropy calculation",
      "topics": [
        "eve"
      ]
    },
    {
      "page": "eve.acc",
      "title": "Accuracy calculation",
      "topics": [
        "eve.acc"
      ]
    },
    {
      "page": "eve.bival",
      "title": "Some binary measures calculation",
      "topics": [
        "eve.bival"
      ]
    },
    {
      "page": "eve.bounds",
      "title": "Eigenvalues bounds calculation",
      "topics": [
        "eve.bounds"
      ]
    },
    {
      "page": "eve.cen",
      "title": "Confusion entropy calculation",
      "topics": [
        "eve.cen"
      ]
    },
    {
      "page": "eve.eigens",
      "title": "Eigenvalues used in the EVE measure",
      "topics": [
        "eve.eigens"
      ]
    },
    {
      "page": "eve.kappa",
      "title": "Cohen's Kappa calculation",
      "topics": [
        "eve.kappa"
      ]
    },
    {
      "page": "eve.mcc",
      "title": "Matthews' correlation coefficient calculation",
      "topics": [
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      ]
    },
    {
      "page": "eve.mcen",
      "title": "Modified confusion entropy calculation",
      "topics": [
        "eve.mcen"
      ]
    },
    {
      "page": "eve.mmatt",
      "title": "Modified confusion matrix calculation",
      "topics": [
        "eve.mmatt"
      ]
    },
    {
      "page": "eve.nmi",
      "title": "Normalized mutual information calculation",
      "topics": [
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      ]
    },
    {
      "page": "m2two",
      "title": "Conversion of a multicass confusion matrixto a single binary confusion matrix",
      "topics": [
        "m2two"
      ]
    },
    {
      "page": "m2two.k",
      "title": "Comparison of the class k versus the rest",
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      ]
    }
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