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There are lots of probable remedies for the transparency difficulty. SHAP tried out to solve the transparency problems by visualising the contribution of each element into the output.[191] LIME can domestically approximate a design with a simpler, interpretable model.[192] Multitask learning provides a lot of outputs Along with the concentrate on c