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There are many attainable methods for the transparency challenge. SHAP attempted to solve the transparency challenges by visualising the contribution of each and every function for the output.[191] LIME can domestically approximate a model with an easier, interpretable model.[192] Multitask learning presents a large number of outputs Along with the