AN IMPROVEMENT FOR LOCALIZED GENERALIZATION ERROR MODEL

摘要：

Paper 1 proposes a localized generalization error model (LGEM) and gives an error boundary of localized generalization.We find some errors in the error boundary derivation.This paper gives a new and brief proof about the error boundary.In addition we analysis LGEM theoretically, and propose some issues about the model LGEM to be studied further.

关键词： Localized generalization error model Classification Norm K-nearest-neighbor

作者: XI-ZHAO WANG BIN WU JIE LI

作者单位: Machine Learning Center, Faculty of Mathematics and Computer Science, Hebei University, Baoding 071002, China

会议类型: 国际会议

会议名称: 2007 International Conference on Machine Learning and Cybernetics(IEEE第六届机器学习与控制论国际会议)

会议地点: 香港

会议语种:英文

页码: 2907-2910

在线出版日期: 2007-08-19（万方平台首次上网日期，不代表论文的发表时间）