Implementation of hierarchical categorical encoders.
Allows the representation of hierarchical relations between categorical variables. Provides a customizable way to compose these relations by specifying both what to agregate and how to relate two levels of information.
- Base Encoder
- Smoothing Functions
- Step Function
- Convex Combination
- Logistic Function
- Profiling & Performance Improvements