Learning from imbalanced data sets

This title provides a general and comprehensible overview of imbalanced learning.

It contains a formal description of a problem, and focuses on its main features, and the most relevant proposed solutions.

Additionally, it considers the different scenarios in Data Science for which the imbalanced classification can create a real challenge.