I've found LIME extremely useful. When I'm doing ML consulting projects, my clients very often value more the ability to describe why it was such prediction tha

I've found LIME extremely useful. When I'm doing ML consulting projects, my clients very often value more the ability to describe why it was such prediction than improvement in accuracy of the model by 0.05%