There are numerous achievable alternatives to the transparency issue. SHAP tried using to resolve the transparency complications by visualising the contribution of every feature into the output.[191] LIME can locally approximate a design with a less complicated, interpretable model.[192] Multitask learning provides a large number of outputs Along w