Resource-aware Elastic Swap Random Forest for Evolving Data Streams

Diego Marrón, Eduard Ayguadé, José Ramon Herrero +1

Continual learning based on data stream mining deals with ubiquitous sources of Big Data arriving at high-velocity and in real-time. Adaptive Random Forest ({\em ARF}) is a popular…