Hierarchy Generation and Exploitation for Enhanced Multi-Class Classification

Background: Hierarchical Classification (HC) has long been recognized for improving predictive performance by exploiting relationships between classes. However, most tabular multi-class datasets lack predefined class hierarchies, limiting the broader applicability of hierarchy-aware learning…