DocumentCode
1590777
Title
The Inducer rule induction workbench
Author
Bramer, Max
Author_Institution
Dept. of Comput. Sci. & Software Eng., Portsmouth Univ., UK
Volume
1
fYear
2004
Firstpage
190
Abstract
This paper describes the facilities available in Inducer, a public domain rule induction workbench aimed at users who may not be computer scientists, who wish to analyze their own datasets using a range of data mining strategies or to conduct experiments with a given technique or combination of techniques across a range of datasets. Inducer has a graphical user interface which is designed to be easy to use by beginners, but also includes a range of advanced features for experienced users, including facilities to export the rules generated in several formats and other information in a form suitable for further processing by other packages. An experiment using the workbench is described.
Keywords
classification; data mining; decision trees; graphical user interfaces; logic programming; Inducer; classification rules; data mining; decision rules; decision trees; graphical user interface; rule induction; Accuracy; Classification tree analysis; Data analysis; Data mining; Decision trees; Graphical user interfaces; Induction generators; Java; Packaging; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems, 2004. Proceedings. 2004 2nd International IEEE Conference
Print_ISBN
0-7803-8278-1
Type
conf
DOI
10.1109/IS.2004.1344663
Filename
1344663
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