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MythReddy Member since 2015 6 posts
Accenture
Posted: 5 years ago
Last activity: 5 years ago
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Adaptive Models - Erratic Performance

Hello Everyone,

 

I have come across a tricky question.  How do I ensure that all the adaptive models get refreshed in similar frequency irrespective of how frequently the offers are presented to the customer.

 

For example, I have an offer A that has high demand and would be presented to the customer almost daily. Based on the reponses recorded we refresh the model.Similary there is an offer B that gets presented to the customer once in a month and hence this model doesnt get refreshed.

 

The issue is, adaptive model perfromance is erratic. How to train these models so that they are in tune with other models in terms of performance?

 

Is there any way to switch the adaptive score based on the frequency of the offer?

 

Any help would be greatly appreciated!!!

 

Thanks,

Mythili Banka

Pega Academy
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