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20 lines of code that will beat A/B testing every time (2)


04-07-2016 05:29 AM #1 heresy (Member)
20 lines of code that will beat A/B testing every time

One of the better articles : Article Link


Tldr :

10% of the time, we choose a lever at random. The other 90% of the time, we choose the lever that has the highest expectation of rewards.


04-07-2016 06:08 AM #2 vortex (Senior Moderator)

Interesting share thanks! This is arguably a better way to split-test - as long as we're optimizing by CR and not CTR.

Some of the traffic sources are doing this by sending more traffic to banners that have higher CTR. The trouble is it's CR that makes us money and not CTR. I've lost a bit of money on banners that had high CTR but didn't convert, due to the traffic source channeling all the traffic to these high-CTR banners.

Thanks for the share!


Amy


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