Artificial Intelligence, Machine Learning, Math, Computer Science, Software Engineering.
Photo by Kaleidico on Unsplash  Synthetic Minority Over-sampling TEchnique, or SMOTE for short, is a preprocessing technique used to address a class imbalance in a dataset. In the real world, oftentimes we end up trying to train a model on a dataset with very few examples of a given class (e.g. rare