On genetic programming representations and fitness functions for interpretable dimensionality reduction

Thomas Uriot, Marco Virgolin, Tanja Alderliesten +1

Dimensionality reduction (DR) is an important technique for data exploration and knowledge discovery. However, most of the main DR methods are either linear (e.g., PCA), do not pro…