MACHINE LEARNING - AN OVERVIEW

There are many feasible methods towards the transparency difficulty. SHAP tried out to unravel the transparency problems by visualising the contribution of every element to the output.[191] LIME can locally approximate a model with a simpler, interpretable product.[192] Multitask learning provides numerous outputs in addition to the target classifi