CLASSIC’CL: An Integrated ILP System | Zendy

Christian Stolle | Zendy; Andreas Karwath | Zendy; Luc De Raedt | Zendy

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CLASSIC’CL: An Integrated ILP System

Author(s) -

Christian Stolle,

Andreas Karwath,

Luc De Raedt

Publication year - 2005

Publication title -

lecture notes in computer science

Language(s) - English

Resource type - Book series

SCImago Journal Rank - 0.249

H-Index - 400

eISSN - 1611-3349

pISSN - 0302-9743

ISBN - 3-540-29230-6

DOI - 10.1007/11563983_31

Subject(s) - inductive logic programming , computer science , extension (predicate logic) , programming language , probabilistic logic , satisfiability , inductive programming , logic programming , artificial intelligence , theoretical computer science , programming paradigm

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, ICI, and CLI-pad) 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.status: publishe

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