“Is the model a black-box?” This is a question that many a data scientist struggle with in communicating with business. In all fairness, there are plenty of business situations which require the models to be transparent, such as: Regulations - in many industries such as financial services and healthcare, the models used to make predictions are required to be audited by regulators by law. R…
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