The Application Based on Decision Tree SVM for Multi-class Classification
Huifang Hou, Ping Han, Dan Cao
Available Online June 2015.
- https://doi.org/10.2991/icecee-15.2015.312How to use a DOI?
- Support vector machines (SVM); decision tree; classification; multi-class.
- Wastewater treatment process is a multi-class classification problem. While the traditional Support Vector Machines only deal with the binary classification. The traditional SVM has difficulty in solving the multi-class problems like wastewater treatment process. This paper presents a method by introducing the idea of decision binary tree to support vector machine for solving the assessment problem of wastewater water quality. This method distributes classifier to each nodes of decision binary tree. Simulated experiments show the method is effective.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Huifang Hou AU - Ping Han AU - Dan Cao PY - 2015/06 DA - 2015/06 TI - The Application Based on Decision Tree SVM for Multi-class Classification BT - 2015 2nd International Conference on Electrical, Computer Engineering and Electronics PB - Atlantis Press SN - 2352-538X UR - https://doi.org/10.2991/icecee-15.2015.312 DO - https://doi.org/10.2991/icecee-15.2015.312 ID - Hou2015/06 ER -