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Re:Deep Neural Networks for YouTube Recommendations by boulos on Sunday September 04, 2016 @06:07PM (#12426952)
Perhaps I missed it, but there doesn't seem to be a comparison to the previous system. Is Hidden Layers "None" a good proxy?
Re:Deep Neural Networks for YouTube Recommendations by pcovington on Sunday September 04, 2016 @06:45PM (#12427084)
Yes, it's a reasonable proxy. It was challenging to set up similar experiments with the old system because it was trained to approximate a different "surrogate" problem. We've also found that recommendation systems are very difficult to evaluate offline.