多类分类模式识别系统一致性信度的研究与应用  

Study and Application of the Classification Reliability about Multi-Classification Pattern Recognition System

作　　者：杨朝凤[1] 

机构地区：[1]保山师范高等专科学校计算机科学系,云南保山678000

出　　处：《内蒙古师范大学学报（自然科学汉文版）》2007年第4期442-445,共4页Journal of Inner Mongolia Normal University(Natural Science Edition)

基　　金：保山师范高等专科学校科研项目(05B013K)

摘　　要：运用模式识别和数理统计的基本原理,研究了多类分类模式识别系统识别的K指标评鉴标准.通过构造一个分类结果的统计量,分析了K指标的点估计、区间估计的计算方法,给出由指标K的点估计值、区间估计优化分类参数的算法,提出一种优化过程的统计学习方法.By applying some basic theories and methods of mathematical statistics and pattern recognition, a preliminary study of the evaluation standard of the classification reliability K index about multi-classification pattern recognition system was carried out. Statistical calculation functions on the classification result were proposed, K index was applied to classifier parameters extraction, and some classification parameters optimization algorithm were given with the point estimation,interval estimation about K index.

关 键 词：分类结果 分类参数 分类K指标 模式识别 

分 类 号：TP391[自动化与计算机技术—计算机应用技术]