Hierarchical ensemble learning method in diversified dataset analysis

• Main Authors: Liu, Zeyuan, Li, Xinlong
• 其他作者: Nanyang Business School
• 格式: Article
• 語言: English
• 出版: 2022
• 主題: Business::Information technology; Categorical Variables; Classification Accuracy
• 在線閱讀: https://hdl.handle.net/10356/161502
• 機構: Nanyang Technological University

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...