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Does anyone know a good Java machine learning library I can use for a commercial product?

Weka and Rapidminer unfortunately do not allow this. I already found Apache Mahout and Java Data Mininng Package. Has anyone experience with them and provide some decision support?

The task calls for clustering and classification algorithms.

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You should try the Encog framework. 

It is licensed under Apache. You can use it in commercial projects. It's the best performing & most easy to use out of all Java AI libraries.

Hope this answer helps you! For more details on this, undergoing a Machine Learning Certification would be of great importance.

Watch this video for comprehensively learning Java programming language:

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