Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking

by Foster Provost

This is known as the base rate, and a classifier that always selects the majority class is called a base rate classifier. A corresponding baseline for a regression model is a simple model that always predicts the mean or median value of the target variable.