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Social Adaptive Ensembles

Modifications in SAE2 and SFNClassifier algorithms to run in newer versions of MOA

For more details about the algorithms:

  • SFNClassifier: a scale-free social network method to handle concept drift, from Barddal et.al

  • SAE2: advances on the social adaptive ensemble classifier for data streams, from Gomes et. al

How to run

  • Insert the sae folder into MOA classifiers folder

  • Then you will be able to run the following command in prompt:

java -cp moa.jar -javaagent:.\sizeofag-1.0.4.jar moa.DoTask \"EvaluatePrequential -l (sae.meta.SFNClassifier) -e (BasicClassificationPerformanceEvaluator -o ) {dataset}