Research on the Characteristic of the Probabilistic Outputs via LS-ECOC

摘要：

The characteristic of the probabilistic outputs via least square error-correcting output codes (LS-ECOC) is investigated in this paper, the conclusion that the unbiased probability estimation can be obtained by LS-ECOC is proved; and the corresponding classification performances are investigated. Experimental results indicate the correctness of our conclusion.

关键词： Multi-class classification least square error-correcting output codes Probability estimation

作者: Xiaodan WANG Jindeng ZHOU

作者单位: Department of Computer Engineering Air Force Engineering University ShaanXi, China

会议类型: 国际会议

会议名称: 2011 Eighth International Conference on Fuzzy System and Knowledge Discovery(第八届模糊系统与知识发现国际会议 FSKD 2011)

会议地点: 上海

会议语种:英文

页码: 1383-1387

在线出版日期: 2011-07-26（万方平台首次上网日期，不代表论文的发表时间）