Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evaluation
Marina Sokolova, Nathalie Japkowicz, Stan Śzpakowicz low
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Citation edge evidence
- A systematic analysis of performance measures for classification tasks→Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evalu…Legacy edge — source detail unavailable
- The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy i…→Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evalu…Legacy edge — source detail unavailable
- Classification assessment methods→Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evalu…Legacy edge — source detail unavailable
- Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evalu…→The Nature of Statistical Learning TheoryLegacy edge — source detail unavailable
- Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evalu…→Statistical Comparisons of Classifiers over Multiple Data SetsLegacy edge — source detail unavailable
- Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evalu…→Mining and summarizing customer reviewsLegacy edge — source detail unavailable
- Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evalu…→Thumbs up?Legacy edge — source detail unavailable
- Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evalu…→Approximate Statistical Tests for Comparing Supervised Classification Learning AlgorithmsLegacy edge — source detail unavailable
- Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evalu…→EditorialLegacy edge — source detail unavailable
- Statistical Comparisons of Classifiers over Multiple Data Sets→Approximate Statistical Tests for Comparing Supervised Classification Learning AlgorithmsLegacy edge — source detail unavailable
- Mining and summarizing customer reviews→Thumbs up?Legacy edge — source detail unavailable
- A systematic analysis of performance measures for classification tasks→Statistical Comparisons of Classifiers over Multiple Data SetsLegacy edge — source detail unavailable
- A systematic analysis of performance measures for classification tasks→Thumbs up?Legacy edge — source detail unavailable
- A systematic analysis of performance measures for classification tasks→Approximate Statistical Tests for Comparing Supervised Classification Learning AlgorithmsLegacy edge — source detail unavailable
- Classification assessment methods→A systematic analysis of performance measures for classification tasksLegacy edge — source detail unavailable
- The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy i…→Statistical Comparisons of Classifiers over Multiple Data SetsLegacy edge — source detail unavailable
- The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy i…→A systematic analysis of performance measures for classification tasksLegacy edge — source detail unavailable
- The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy i…→Classification assessment methodsLegacy edge — source detail unavailable
What this paper cites, inside the corpus
| Paper | Year | Cited |
|---|---|---|
| The Nature of Statistical Learning Theory | 1995 | 39,409 |
| Statistical Comparisons of Classifiers over Multiple Data Sets | 2006 | 11,215 |
| Mining and summarizing customer reviews | 2004 | 7,754 |
| Thumbs up? | 2002 | 7,057 |
| Approximate Statistical Tests for Comparing Supervised Classification Learning Algorithms | 1998 | 3,759 |
| Editorial | 2004 | 2,081 |
What cites it, inside the corpus
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Topics
| Imbalanced Data Classification Techniques | Computer Science |
| Explainable Artificial Intelligence (XAI) | Computer Science |
| Financial Distress and Bankruptcy Prediction | Business, Management and Accounting |
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