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SAMOA is a distributed realtime machine learning system, similar to Mahout, but specific designed for stream mining. SAMOA is simple and fun to use!

This wiki is intended to give an introduction on how to use SAMOA in the various different ways possible. As a user you can use it to develop new algorithms and test different Stream Processing Engines.

• 0 Hands-on with SAMOA: Getting Started!
• 1 Scalable Advanced Massive Online Analysis
  • 1.0 Building SAMOA
  • 1.1 Executing SAMOA with Apache Storm
  • 1.2 Executing SAMOA with Apache S4
• 2 SAMOA and Machine Learning
  • 2.1 Prequential Evaluation Task
  • 2.2 Vertical Hoeffding Tree Classifier
  • 2.3 Distributed Stream Clustering
  • 2.4 Distributed Stream Frequent Itemset Mining
• 3 SAMOA Topology
  • 3.1 Processor
  • 3.2 Content Event
  • 3.3 Stream
  • 3.4 Task
  • 3.5 Topology Builder
  • 3.6 Topology Starter
  • 3.7 Learner
  • 3.8 Processing Item
• 4 Developing New Tasks in SAMOA