Medical Datasets Analysis: A Constructive Induction Approach

被引：0

作者：

Paja, Wieslaw ^{[1
]}

Wrzesien, Mariusz ^{[1
]}

机构：

[1] Univ Informat Technol & Management, Inst Biomed Informat, PL-35225 Rzeszow, Poland

来源：

ADVANCES IN DATA MINING: APPLICATIONS AND THEORETICAL ASPECTS | 2010年 / 6171卷

关键词：

Constructive induction; decision rule; medical dataset; melanocytic skin lesion; mental disease; heart disease;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The main goal of our research was to compile new methodology for building simplified learning models in a form of decision rule set. Every investigated source informational dataset was extended by application of constructive induction method to get a new, additional, descriptive attribute, and then sets of decision rules were developed for source and for extended database, respectively. In the last step, obtained set of rules were optimized and compared to earlier set of rules.

引用

页码：442 / 449

页数：8

共 12 条

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