Why you should care about debugging machine learning models
O'Reilly on Data
DECEMBER 12, 2019
Examples could include checking the age of a customer to whom a model recommends advertising alcoholic beverages, or checking for large prepayments for a prediction that says a high net worth individual is about to default. Model assertions can improve or override model predictions in real time. [14] Discrimination remediation.
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