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Booking.com has used these principles to define and measure the quality of Machine Learning System.
A schematic representation the ML quality model acting as the backbone of quality improvement initiatives, ultimately aiming at high quality ML systems.
You can find all details about each main/sub characteristics (the definition, the reason why it's so important, ...) in the original article here: https://bookingcom.github.io/ml-quality-model/.
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