An Instance Selection Algorithm for Big Data in High imbalanced datasets based on LSH

Germán E. Melo-Acosta, Freddy Duitama-Muñoz, Julián D. Arias-Londoño

Training of Machine Learning (ML) models in real contexts often deals with big data sets and high-class imbalance samples where the class of interest is unrepresented (minority cla…