Implementation of GOOWE (Bonab and Can, 2017) in Python using scikit-multiflow
Working prototype of GOOWE (single-label version). Run experiment.py for a simple run that demonstrates the functionality.
- numpy
- scikit-multiflow
- Implement single-label version, GOOWE
- Implement multi-label version, i.e. GOOWE-ML
- Compatibility with scikit-multiflow evaluators
- Ensemble pruning strategy
- Concept Drift Detection strategy
- Initially written by Aykut Guven
- Afterwards extended and refactored by Alican Buyukcakir & Sanem Elbasi