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Nizam Mohammed (Nizam)
Tech Mahindra

Tech Mahindra
IN
Nizam Member since 2019 86 posts
Tech Mahindra
Posted: May 3, 2021
Last activity: May 19, 2021
Posted: 3 May 2021 5:24 EDT
Last activity: 19 May 2021 3:43 EDT

Predictor in adaptive models

Hi Team,

Can we improve the performance of adaptive models by removing inactive predictors? As per I know, AUC is calculated from predictor bins. But how does inactive predictors contribute the bin.

 

Ex: As I know, predictor is strongly correlated to another predictor in the list. That means, in each bin there will be one strong correlated predictor and others will become inactive within the same group. How does it improve by model performance if I remove the inactive ones within the same group. Looks like I am missing something.

 

Regards,

Nizam

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