Apache Mahout is described as 'Apache project to produce free implementations of distributed or otherwise scalable machine learning algorithms on the Hadoop platform. Mahout work in progress; the number of implemented algorithms has grown quickly, but there are still various' and is a Data Mining software in the business & commerce category. There are four alternatives to Apache Mahout for Mac, Windows, Linux, BSD and Self-Hosted. The best Apache Mahout alternative is WEKA, which is both free and Open Source. Other great apps like Apache Mahout are KEEL, SIMON and ELKI.