NeuroRule: Making Black-Box Neural Networks Explainable through Rule-set Evolution
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 transparency necessary for critical decision-making. Such opacity creates a persistent trade-off between performance and explainability. This p...
Tapaswini Kodavanti, Hormoz Shahrzad, Risto Miikkulainen
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