Post by account_disabled on Oct 25, 2023 1:15:00 GMT -8
For example, if you want to test which title performs best for a given article and you know that it will only be displayed on your homepage for a few hours. This means you need to quickly notice which one has a higher open rate and then use that knowledge as quickly as possible. In this case, you can use the multi-armed bandit method to help you. It divides the traffic between the variants used.
Depending on the performance and confidence level observed so far. This brings you closer to knowing which option is 'really' best for faster convergence. This is also the first level of optimization. Compounding phone number list optimization is the pursuit of true personalization , where you can both manually and automatically match users to different variants. As an example of manual control , you can set users visiting the Netherlands on Queen's Day to see an orange background.
The home page. This manual control makes sense in many situations, but it doesn't work very well: let's say you have a special promotion for visitors to your website redirected from Facebook. What should you show them? As you start inventing new variants and user segments, the rules quickly start to get complicated - and there's an element of guesswork: you think you should hit the bull's-eye, but no one really knows what it looks like.
Depending on the performance and confidence level observed so far. This brings you closer to knowing which option is 'really' best for faster convergence. This is also the first level of optimization. Compounding phone number list optimization is the pursuit of true personalization , where you can both manually and automatically match users to different variants. As an example of manual control , you can set users visiting the Netherlands on Queen's Day to see an orange background.
The home page. This manual control makes sense in many situations, but it doesn't work very well: let's say you have a special promotion for visitors to your website redirected from Facebook. What should you show them? As you start inventing new variants and user segments, the rules quickly start to get complicated - and there's an element of guesswork: you think you should hit the bull's-eye, but no one really knows what it looks like.