When creating a model, we have to make a trade-off between accuracy and interpretability [@lundbergUnifiedApproachInterpreting], since deep-learning models are opaque and difficult to interpret, but their accuracy is much higher than transparent and interpretable models such as Decision Trees.
tags:#ai-explainability