Optimizing SVM Performance through Combinatorial Hyperparameter Tuning and Model Selection
Among the support vector machine (SVM) methods, the support vector classifier (SVC) is widely utilized for binary and multi classification tasks across various datasets. Hyperparameter tuning plays a critical role in optimizing the performance of SVM by helping to prevent overfitting or underfitting...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Bulgarian Academy of Sciences
2025-06-01
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| Series: | International Journal Bioautomation |
| Subjects: | |
| Online Access: | http://www.biomed.bas.bg/bioautomation/2025/vol_29.2/files/29.2_02.pdf |
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