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There are some questions when i use the Ax

Open cyrilmyself opened this issue 2 months ago • 7 comments

1、when i use Ax‘s bayesian optimization to search the good parameters,i found a set good parameters like {"actionShortUnInterestW":13.260257,"actionFollowShortInterestW":7.287298,"actionShortInterestW":7.512222},and the metric behaved good like {"metric1": +2.33%, "metric2":+1.58%, "metric3":+1.88%},but when i set the same parameters in more flow,the result is like {"metric1": +0.01%, "metric2":-0.02%, "metric3":+0.02%} ,not good as the before;

2、when i use Ax‘s bayesian optimization in A/B Testing,Ax produce new parameters,is the flow need to change to avoid the carry over

cyrilmyself avatar Apr 10 '24 02:04 cyrilmyself