There are plenty of attainable methods for the transparency issue. SHAP tried to solve the transparency challenges by visualising the contribution of each and every characteristic towards the output.[191] LIME can domestically approximate a model with an easier, interpretable model.[192] Multitask learning provides numerous outputs in addition to t