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There are various feasible options to your transparency dilemma. SHAP tried to solve the transparency troubles by visualising the contribution of each function towards the output.[191] LIME can locally approximate a model with a simpler, interpretable product.[192] Multitask learning provides numerous outputs in addition to the concentrate on class