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CLASSIC'CL: An Integrated ILP System.

Authors :
Hoffmann, Achim
Motoda, Hiroshi
Scheffer, Tobias
Stolle, Christian
Karwath, Andreas
Raedt, Luc
Source :
Discovery Science; 2005, p354-362, 9p
Publication Year :
2005

Abstract

A novel inductive logic programming system, called Classic'cl is presented. Classic'cl integrates several settings for learning, in particular learning from interpretations and learning from satisfiability. Within these settings, it addresses descriptive and probabilistic modeling tasks. As such, Classic'cl (C-armr, cLAudien, icl-S(S)at, ICl, and CLlpad) integrates several well-known inductive logic programming systems such as Claudien, Warmr (and its extension C-armr), ICL, ICL-SAT, and LLPAD. We report on the implementation, the integration issues as well as on some experiments that compare Classic'cl with some of its predecessors. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540292302
Database :
Supplemental Index
Journal :
Discovery Science
Publication Type :
Book
Accession number :
32891198
Full Text :
https://doi.org/10.1007/11563983_31