首页    期刊浏览 2025年02月28日 星期五
登录注册

文章基本信息

  • 标题:Refutability and Reliability for Inductive Inference of Recursive Real-Valued Functions
  • 作者:Eiju Hirowatari ; Kouichi Hirata ; Tetsuhiro Miyahara
  • 期刊名称:IPSJ Digital Courier
  • 电子版ISSN:1349-7456
  • 出版年度:2005
  • 卷号:1
  • 页码:141-152
  • DOI:10.2197/ipsjdc.1.141
  • 出版社:Information Processing Society of Japan
  • 摘要:Inductive inference gives us a theoretical model of concept learning from examples. In this paper, we study refutably and reliably inductive inference of recursive real-valued functions . First we introduce the new criteria RealRefEx for refutable inference and RealRelEx for reliable inference. Then, we compare these two criteria with RealEx for identification in the limit, RealFin for learning finitely and RealNum¡ for learning by enumeration that have been already introduced in the previous works, and investigate their interaction. In particular, we show that RealRefEx and RealRelEx are closed under union, as similar as the criteria RefEx and RelEx for inductive inference of recursive functions.
Loading...
联系我们|关于我们|网站声明
国家哲学社会科学文献中心版权所有