Utilizing Mutations to Evaluate Interpretability of Neural Networks on Genomic Data

no code implementations • 12 Dec 2022 • Utku Ozbulak, Solha Kang, Jasper Zuallaert, Stephen Depuydt, Joris Vankerschaver

Even though deep neural networks (DNNs) achieve state-of-the-art results for a number of problems involving genomic data, getting DNNs to explain their decision-making process has been a major challenge due to their black-box nature.

Decision Making Translation