Impact of Hyperparameter Optimization to Enhance Machine Learning Performance: A Case Study on Breast Cancer Recurrence Prediction

Accurate and early prediction of breast cancer recurrence is crucial to guide medical decisions and treatment success. Machine learning (ML) has shown promise in this domain. However, its effectiveness critically depends on proper hyperparameter setting, a step that is not always performed systemati...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Lorena González-Castro, Marcela Chávez, Patrick Duflot, Valérie Bleret, Guilherme Del Fiol, Martín López-Nores
التنسيق: مقال
اللغة:English
منشور في: MDPI AG 2024-07-01
سلاسل:Applied Sciences
الموضوعات:
الوصول للمادة أونلاين:https://www.mdpi.com/2076-3417/14/13/5909