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There are various possible options on the transparency challenge. SHAP tried to solve the transparency issues by visualising the contribution of each function for the output.[191] LIME can regionally approximate a model with a simpler, interpretable product.[192] Multitask learning provides a large number of outputs As well as the goal classificati