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There are lots of possible options to the transparency challenge. SHAP tried to resolve the transparency problems by visualising the contribution of each element into the output.[191] LIME can regionally approximate a product with a simpler, interpretable product.[192] Multitask learning gives numerous outputs Besides the focus on classification.Ar