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用于分类决策的有序判别指标性能比较

裴生雷 贾国庆 叶利娟

计算机应用与软件2018,Vol.35Issue(2):279-283,288,6.
计算机应用与软件2018,Vol.35Issue(2):279-283,288,6.DOI:10.3969/j.issn.1000-386x.2018.02.050

用于分类决策的有序判别指标性能比较

PERFORMANCE COMPARISON OF ORDINAL DISCRIMINATION INDICATORS FOR CLASSIFICATION DECISION

裴生雷 1贾国庆 1叶利娟2

作者信息

  • 1. 青海民族大学物理与电子信息工程学院 青海西宁 810007
  • 2. 青海民族大学数学与统计学院 青海西宁 810007
  • 折叠

摘要

Abstract

In multi-criteria decision tasks,attributes and decisions may be ordinal.The traditional feature evaluation index is restricted in some tasks for application effect that the valid feature should be obtained considering the orderly characteristics.In order to assist the management decision, three orderly evaluation indexes are analyzed, which provides the basis for further solving complex decision problems.According to the experimental results,the performance difference of different evaluation indicators and the effect applied in the classification algorithm are explained, and the feasibility and validity of all the indicators on different tasks are verified.

关键词

决策/有序特征/评价指标/分类算法

Key words

Decision making/Ordinal characteristics/Evaluation index/Classification algorithm

分类

信息技术与安全科学

引用本文复制引用

裴生雷,贾国庆,叶利娟..用于分类决策的有序判别指标性能比较[J].计算机应用与软件,2018,35(2):279-283,288,6.

基金项目

教育部"春晖计划"科研项目(Z2016079) (Z2016079)

青海省自然科学基金项目(2016-ZJ-922Q) (2016-ZJ-922Q)

中国科学院上海微系统与信息技术研究所无线传感网与通信重点实验室开放基金项目(2016002). (2016002)

计算机应用与软件

OA北大核心CSTPCD

1000-386X

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