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There are lots of achievable options towards the transparency trouble. SHAP tried out to resolve the transparency issues by visualising the contribution of each and every attribute for the output.[201] LIME can locally approximate a product with a simpler, interpretable product.[202] Multitask Studying presents a large number of outputs Besides the