COVAS: Highlighting the Importance of Outliers in Classification Through Explainable AI
Understanding the decision-making behavior of machine learning models is essential in domains where individual predictions matter, such as medical diagnosis or sports analytics. While explainable artificial intelligence (XAI) methods such as SHAP provide instance-level feature attributions, they mai...
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| Автори: | , , , , |
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| Формат: | Artigo |
| Мова: | Inglês |
| Опубліковано: |
MDPI AG
2026-01-01
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| Серія: | Machine Learning and Knowledge Extraction |
| Предмети: | |
| Онлайн доступ: | https://www.mdpi.com/2504-4990/8/1/24 |
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