Class Imbalance in Machine Learning Problems: A Practical Guide
Five lessons from the trenches of applied data science
Published in
8 min readOct 3, 2022
Class imbalance, where one class is much more abundant than the other, is one of the most ubiquitous topics in data science literature. Searching for ‘class imbalance’ on Medium alone reveals numerous articles with titles such as:
