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KEEL

KEEL is an open source (GPLv3) Java software tool to assess evolutionary algorithms for Data Mining... Created by Soft Computing and Intelligent Information Systems Research Group, Granada, Spain

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KEEL is an open source (GPLv3) Java software tool to assess evolutionary algorithms for Data Mining problems including regression, classification, clustering, pattern mining and so on. It contains a big collection of classical knowledge extraction algorithms, preprocessing techniques (training set selection, feature selection, discretization, imputation methods for missing values, etc.), Computational Intelligence based learning algorithms, including evolutionary rule learning algorithms based on different approaches (Pittsburgh, Michigan and IRL, ...), and hybrid models such as genetic fuzzy systems, evolutionary neural networks, etc. It allows us to perform a complete analysis of any learning model in comparison to existing ones, including a statistical test module for comparison. Moreover, KEEL has been designed with a double goal: research and educational.... More Info »

Link to official KEEL site

Official Website

Feature

Clustering Add a feature

Category

Education & Reference

Tags

classification clustering data-mining datasets fuzzy-systems genetic-algorithms knowledge-extraction neural-networks regression study

KEEL was added by herberthackel in Oct 2014 and the latest update was made in Aug 2017. The list of alternatives was updated Dec 2016 There is a history of all activites on KEEL in our Activity Log. It's possible to update the information on KEEL or report it as discontinued, duplicated or spam.

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