Apache Mahout Alternatives

    Apache Mahout is described as 'Apache project to produce free implementations of distributed or otherwise scalable machine learning algorithms on the Hadoop platform'. There are four alternatives to Apache Mahout for Linux, Mac, Windows, BSD and Self-Hosted solutions. The best alternative is WEKA, which is both free and Open Source. Other great apps like Apache Mahout are ELKI (Free, Open Source), KEEL (Free) and SIMON (Free, Open Source).

    This page was last updated Oct 26, 2021

      • FreeOpen Source
      • Mac
      • Windows
      • Linux
      Weka is a collection of machine learning algorithms for data mining tasks; with its own GUI. (The application is named after a flightless bird of New Zealand that is very inquisitive.
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    1. ELKI: "Environment for Developing KDD-Applications Supported by Index-Structures" is a development framework for data mining algorithms written in Java. It includes a large variety of popular data mining algorithms, distance functions and index structures.
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      • FreeProprietary
      • Mac
      • Windows
      • Linux
      • BSD
      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.
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    2. SIMON is a powerful, flexible, open-source and easy to use knowledge discovery application.
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    Showing 4 of 4 alternatives