There are various feasible solutions for the transparency trouble. SHAP attempted to resolve the transparency problems by visualising the contribution of each and every aspect to your output.[191] LIME can locally approximate a design with a simpler, interpretable model.[192] Multitask learning provides a large number of outputs In combination with