Enhancing Heart Disease Classification: A Comparative Analysis of SMOTE and Naïve Bayes on Imbalanced Data
Heart disease remains a significant health concern, and early prediction plays a crucial role in improving patient outcomes. This study examines data mining techniques for heart disease classification, with a focus on the Naïve Bayes algorithm. A common challenge in such classification tasks is data...
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| Auteurs principaux: | , , |
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| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
Society of Visual Informatics
2025-09-01
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| Collection: | JOIV: International Journal on Informatics Visualization |
| Sujets: | |
| Accès en ligne: | https://joiv.org/index.php/joiv/article/view/3248 |
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