Study on housing performance evaluation model based hierarchical potential support vector machine
Affiliation of Author(s):
建筑学院
Journal:
Applied Mechanics and Material
Key Words:
中文关键字:建筑性能评价 决策树,英文关键字:Housing Performance Evaluation; Potential Support
Abstract:
Housing performance is an important and widely studied topic since it has significant
impact on architecture design and programming. In terms of problems existing in the field, a new
support vector machine technology, potential support vector machine, is introduced and then combined with decision tree to address issues on supplier selection including feature selection, multi-class classification and so on. And the methodology proposed in the paper, which is proved to the strengthens of integrating knowledge and experiences from experts in the paper, can be applied in housing performance evaluation which is one of complex issues combined with processes including not only quantitative, but also qualitative analysis.