KEEL

    • Free • Proprietary
    • Mac
    • Windows
    • Linux
    • BSD
    ...

    What is KEEL?

    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.
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    Platform details

    Mac: http://sci2s.ugr.es/keel/download.php
    Windows: http://sci2s.ugr.es/keel/download.php
    Linux: http://sci2s.ugr.es/keel/download.php
    BSD: http://sci2s.ugr.es/keel/download.php

    Tags

    • datasets
    • regression
    • classification
    • knowledge-extraction
    • learning
    • genetic-algorithms
    • neural-networks
    • fuzzy-systems
    KEEL

    Links and Download

     Official Website
    KEEL

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    KEEL was added to AlternativeTo by herberthackel on Oct 17, 2014 and this page was last updated Mar 11, 2019.

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