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| ユーデンのJ統計量× | 特異度（Specificity）× | |
|---|---|---|
| 分野 | モデル評価 | モデル評価 |
| 系統 | MCDM | MCDM |
| 提唱年≠ | 1950 | 20th century |
| 提唱者≠ | W. J. Youden | Historical statistical foundations |
| 種類 | Evaluation metric | Evaluation metric |
| 原典≠ | Youden, W. J. (1950). Index for rating diagnostic tests. Cancer, 3(1), 32-35. DOI ↗ | Fawcett, T. (2006). An introduction to ROC analysis. Pattern Recognition Letters, 27(8), 861-874. DOI ↗ |
| 別名 | Youden Index, Sensitivity + Specificity - 1 | True Negative Rate, TNR |
| 関連≠ | 3 | 5 |
| 概要≠ | Youdens J statistic, also called the Youden index, measures the maximum difference between the true positive rate and false positive rate across different classification thresholds. It is useful for selecting optimal cutoff points in diagnostic testing. | Specificity measures the proportion of actual negative cases that were correctly identified as negative by the classifier. It answers the question: 'Of all the cases that were truly negative, how many did we correctly reject?' Specificity is complementary to recall and is essential when false positives are costly. |
| ScholarGateデータセット ↗ |
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