This is the Linux app named MODLEM whose latest release can be downloaded as package-modlem1.1.0.zip. It can be run online in the free hosting provider OnWorks for workstations.
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MODLEM
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DESCRIPTION
This project is a WEKA (Waikato Environment for Knowledge Analysis) compatible implementation of MODLEM - a Machine Learning algorithm which induces minimum set of rules. These rules can be adopted as a classifier (in terms of ML). It is a sequential covering algorithm, which was invented to cope with numeric data without discretization. Actually the nominal and numeric attributes are treated in the same way: attribute's space is being searched to find the best rule condition during rule induction. In result numeric attribute's conditions are more precise and closely describe the class. This algorithm contains some aspects of Rough Set Theory: the class definition can be described accordingly to its lower or upper approximation. For more information, see: Stefanowski, Jerzy. The rough set based rule induction technique for classification problems. In: Proc. 6th European Congress on Intelligent Techniques and Soft Computing, vol. 1. Aachen, 1998. s. 109-113.
Audience
Science/Research
User interface
Java Swing
Programming Language
Java
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/modlem/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
