Problem Types

EquiBoots supports several core problem types, each with its own evaluation methods and example workflows. In the section below, you’ll find descriptions of the example use cases associated with these problem types along with interactive Google Colab links so you can explore the analyses hands-on.

Binary Classification

Example Use Case: Predicting whether adult income exceeds $50K based on demographic features.

Regression

Example Use Case: Predicting final student grades using academic, demographic, and behavioral factors from the UCI Student Performance dataset.