Re:Amazon’s own ‘Machine Learning University’ now available ...
by nerdponx on Monday November 26, 2018 @03:42PM
(#18536617)
From Amazon's perspective, it doesn't have to work for you; it has to work on average.
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Re:Amazon’s own ‘Machine Learning University’ now available ...
by citilife on Monday November 26, 2018 @09:22PM
(#18538795)
In that case, it may be better to just put the hot new item in a category they know you purchase in. For instance, if I have a subscription to paper towels, maybe they should send me a subscription recommendation for toilet paper.
Re:Amazon’s own ‘Machine Learning University’ now available ...
by dodobirdlord on Tuesday November 27, 2018 @01:06AM
(#18539866)
I'm sure someone thought to A/B test the recommendation engine against the whatever-happens-to-be-selling-right-now engine and the recommendation engine won.
Re:Amazon’s own ‘Machine Learning University’ now available ...
by bane on Tuesday November 27, 2018 @12:33AM
(#18539697)
An AUC of .5 isn't considered good in ML
Re:Amazon’s own ‘Machine Learning University’ now available ...
by TheCoelacanth on Tuesday November 27, 2018 @06:05AM
(#18541308)
That very much depends on the domain. In this case, I suspect it would be considered phenomenally good since a human would achieve a much lower number. Conversion rates for web ads created by humans are typically not more than a few percent.