Hierarchical ensemble learning method in diversified dataset analysis

• المؤلفون الرئيسيون: Liu, Zeyuan, Li, Xinlong
• مؤلفون آخرون: Nanyang Business School
• التنسيق: مقال
• اللغة: English
• منشور في: 2022
• الموضوعات: Business::Information technology; Categorical Variables; Classification Accuracy
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/161502

The remarkable advances in ensemble machine learning methods have led to a significant analysis in large data, such as random forest algorithms. However, the algorithms only use the current features during the process of learning, which caused the initial upper accuracy's limit no matter how we...