A Feature Selection Method Combining Filter and Wrapper Approaches for Medical Dataset Classification

The curse of dimensionality is a problem that arises in datasets containing high-dimensional features. One of the primary methods used to address this issue is feature selection (FS), an effective technique for reducing insignificant features in a dataset. In this study, a two-stage approach called...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Vietnam Journal of Computer Science
المؤلفون الرئيسيون: Gürcan Yavuz, Mohammad Karrari Moghanjoughi, Hatem Dumlu, Halil İbrahim Çakir
التنسيق: مقال
اللغة:الإنجليزية
منشور في: World Scientific Publishing 2025-11-01
الموضوعات:
Filter feature selection
wrapper feature selection
JAYA algorithm
medical dataset
ReliefF
الوصول للمادة أونلاين:https://www.worldscientific.com/doi/10.1142/S2196888824500246

الانترنت

https://www.worldscientific.com/doi/10.1142/S2196888824500246

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