Health Big Data Classification Based on Collaborative Training Optimization Algorithm

• Published in: Journal of advanced computational intelligence and intelligent informatics Vol. 28; no. 6; pp. 1313 - 1323
• Main Authors: Zhang, Jianwei, Liu, Haiyan
• Format: Journal Article
• Language: English
• Published: Tokyo Fuji Technology Press Co. Ltd 01.11.2024
• Subjects: Accuracy; Algorithms; Big Data; Classification; Collaboration; Decision making; Decision trees; Machine learning; Optimization; Optimization algorithms; Semi-supervised learning

In semisupervised learning, particularly in dealing with health big data classification problems, optimizing the performance of classifiers has always been a challenge. Accordingly, this study explores an optimization algorithm based on collaborative training to better handle health big data. First,...