There are many possible alternatives to the transparency trouble. SHAP tried out to resolve the transparency troubles by visualising the contribution of each and every attribute towards the output.[191] LIME can regionally approximate a model with an easier, interpretable design.[192] Multitask learning provides a lot of outputs Along with the targ