Summary: Got a good AUC on your hold out data? Think that proves that it’s safe to put the model into production. This article shows you some of the pitfalls in this new era of black box Deep Learning Neural Nets and a method for identifying potentially devastating errors. Image source: XKCD Recently we’ve been reading that the increased adoption of Deep Learning (DL)…
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