Preprocessing and Visualization Tools for Inductive Logic Programming
| Authors | |
|---|---|
| Year of publication | 2006 |
| Type | Article in Proceedings |
| Conference | 16th International Conference on Inductive Logic Programming |
| MU Faculty or unit | |
| Citation | |
| Field | Informatics |
| Keywords | inductive logic programming; data preprocessing; visualization |
| Description | In this paper two new tools -- FactBuilder and ILPVisualizer -- are presented. The first one is intended for preprocessing data. It reads several propositional tables in various format and allows to generate Prolog database and language specification for a selected ILP system. ILPVisualizer is supposed to visualize the generated rules. It parses the text outputs containing first-order clauses and displays them in a form of planar graph. The graph can be modified -- nodes and edges may be removed, position of literals and size of the graph can be changed. For storing the extracted formulae Wettschereck and Müller' version of PMML was extended. |
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