SAMOA and Machine Learning

SAMOA is a framework for developing machine learning algorithms on top of any distributed stream processing engine. Here we will present the available machine learning algorithms already implemented in SAMOA and also how to use them.

• 2.1 Prequential Evaluation Task
• 2.2 Vertical Hoeffding Tree Classifier
• 2.3 Distributed Stream Clustering
• 2.4 Distributed Stream Frequent Itemset Mining