There are various feasible solutions on the transparency trouble. SHAP tried to resolve the transparency challenges by visualising the contribution of each and every feature into the output.[191] LIME can locally approximate a product with a less complicated, interpretable design.[192] Multitask learning offers a large number of outputs Together wi