Evolutionary combinatorial optimization for recursive supervised learning with clustering

• المؤلفون الرئيسيون: RAMANATHAN, Kiruthika, GUAN, Sheng Uei
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2007
• الموضوعات: Databases and Information Systems
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/7395; https://ink.library.smu.edu.sg/context/sis_research/article/8398/viewcontent/1021.pdf

The idea of using a team of weak learners to learn a dataset is a successful one in literature. In this paper, we explore a recursive incremental approach to ensemble learning. In this paper, patterns are clustered according to the output space of the problem, i.e., natural clusters are formed based...