AI Chihuahua! Part I: Why Machine Learning is Dogged by Failure and Delays
d2iq
FEBRUARY 19, 2021
As little as 5% of the code of production machine learning systems is the model itself. 2015): Hidden Technical Debt in Machine Learning Systems. The model itself (purple) accounts for as little as 5% of the code of a machine learning system. This in turn means the recommendations deteriorate over time due to a lack of signals.
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