Modeling and Evaluating of Decision Support System Based on Cost-Sensitive Multiclass Classification Algorithms

被引：0

作者：

Wu, Xiaobo ^{[1
]}

Sun, Hong ^{[1
]}

Wu, Zhaohui ^{[1
]}

Miao, Xuna ^{[2
]}

机构：

[1] China Acad Transportat Sci, Beijing 100029, Peoples R China

[2] Henan Univ Econ & Law, Zhengzhou 450052, Henan, Peoples R China

来源：

RECENT DEVELOPMENTS IN INTELLIGENT SYSTEMS AND INTERACTIVE APPLICATIONS (IISA2016) | 2017年 / 541卷

基金：

美国国家科学基金会;

关键词：

Decision support system; Classification algorithms; Cost-sensitive evaluating; MISCLASSIFICATION;

D O I：

10.1007/978-3-319-49568-2_61

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Through analyzing the limitations of modeling and evaluating the cost-sensitive multiclass classification algorithms, a series of models based on three classification algorithms are presented. On this basis, expected cost of misclassification as a cost-sensitive metric, which is introduced for evaluating the more cost details of models.

引用

页码：433 / 438

页数：6

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