AI OPTIONS

There are plenty of doable alternatives towards the transparency difficulty. SHAP tried using to resolve the transparency challenges by visualising the contribution of each attribute to the output.[191] LIME can locally approximate a design with an easier, interpretable model.[192] Multitask learning offers a lot of outputs In combination with the