Improving the Accuracy of Ensemble Machine Learning Classification Models Using a Novel Bit-Fusion Algorithm for Healthcare AI Systems

• Главные авторы: Sashikala Mishra (Автор), Kailash Shaw (Автор), Debahuti Mishra (Автор), Shruti Patil (Автор), Ketan Kotecha (Автор), Satish Kumar (Автор), Simi Bajaj (Автор)
• Формат: ‌
• Опубликовано: Frontiers Media S.A., 2022-05-01T00:00:00Z.
• Предметы: article
• Online-ссылка: Connect to this object online.

Healthcare AI systems exclusively employ classification models for disease detection. However, with the recent research advances into this arena, it has been observed that single classification models have achieved limited accuracy in some cases. Employing fusion of multiple classifiers outputs into...