There are many attainable remedies to your transparency dilemma. SHAP attempted to solve the transparency difficulties by visualising the contribution of each characteristic into the output.[191] LIME can regionally approximate a design with an easier, interpretable design.[192] Multitask learning offers numerous outputs in addition to the goal classification. In 2022, https://brandfetch.com/venturait.com