There are several probable answers to the transparency trouble. SHAP experimented with to resolve the transparency problems by visualising the contribution of each and every feature on the output.[191] LIME can domestically approximate a design with a simpler, interpretable design.[192] Multitask Understanding offers numerous outputs In combination