NeuroRule: Making Black-Box Neural Networks Explainable through Rule-set Evolution

Tapaswini Kodavanti, Hormoz Shahrzad, Risto Miikkulainen

High-capacity neural network models have achieved state-of-the-art performance across diverse classification tasks, yet they frequently operate as black-box models, lacking the tra…