The Need for Constructive Induction

机译：建设性归纳的必要性

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This paper illustrates how many empirical-based learning systems are adversely affected by disjunctive regions in instance space. Constructive induction of new features is proposed as a way to overcome the problems caused by disjuncts. A simple model for feature construction is presented with examples drawn from existing systems.

机译：本文说明了实例空间中的析取区域对有多少基于经验的学习系统产生了不利影响。提出了对新功能的建设性归纳，以解决因析取而导致的问题。通过从现有系统中提取的示例，介绍了一种用于特征构建的简单模型。

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来源
《Machinee learning》|1991年|173-177|共5页
会议地点 Evanston IL(US);Evanston IL(US)
作者
Christopher J. Matheus;
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GTE Laboratories Incorporated 40 Sylvan Rd., Waltham MA 02254;

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原文格式 PDF
正文语种 eng
中图分类计算机的应用;
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The Need for Constructive Induction

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