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Question

 Abhinandan Nandi (ABHINANDAN)
Areteans Technology Solutions
Director Of Technology
Areteans Technology Solutions
IN
ABHINANDAN Member since 2011 32 posts
Areteans Technology Solutions
Posted: Dec 1, 2020
Last activity: Dec 8, 2020
Posted: 1 Dec 2020 15:12 EST
Last activity: 8 Dec 2020 14:59 EST
Closed
Solved

Does Pega Adaptive Model uses Deep neural network?

Will like to know which algorithm is used by pega Adaptive Model, is it Deep neural network?

 

Regards

Abhi

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Accepted Solution

Posted: 3 years ago
Updated: 3 years ago
Posted: 1 Dec 2020 16:42 EST
Updated: 8 Dec 2020 14:59 EST
Otto Perdeck (Otto_Perdeck)
PEGA
Director, Data Science, Machine Learning & AI
Pegasystems Inc.
NL

Hi,

The algorithm behind Adaptive is based on Naive Bayes which makes it applicable to online learning. While the core of it is NB, there are proprietary pre- and post steps that make it less sensitive to co-linearity and to produce a good estimate of the propensities.

Your Pega contacts will be able to answer in more detail or bring you in contact with people that could do a deeper dive if needed.

Regards

Otto

 

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Posted: 3 years ago
Posted: 6 Dec 2020 9:35 EST
Abhinandan Nandi (ABHINANDAN)
Areteans Technology Solutions
Director Of Technology
Areteans Technology Solutions
IN

Thanks Otto, I was wondering if Pega Adpative Model based on Naive Bayes will be good for some thing like e.g chess engines etc..

Regards

Abhi

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Posted: 3 years ago
Posted: 7 Dec 2020 3:38 EST
Otto Perdeck (Otto_Perdeck)
PEGA
Director, Data Science, Machine Learning & AI
Pegasystems Inc.
NL

Hi Abhi,

I'm pretty sure that although we love the game, applying Pega Adaptive Analytics to solving chess isn't a use case we endorse ;) 

-Otto

 

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Posted: 3 years ago
Posted: 8 Dec 2020 9:13 EST
Abhinandan Nandi (ABHINANDAN)
Areteans Technology Solutions
Director Of Technology
Areteans Technology Solutions
IN

Thanks Otto, that was a crisp reply, that answers my query.

I also thought the same, Naive Bayes may not be for chess, Neural Network are more in line for those kind of things.

Thanks again.

 

Regards

Abhi

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Posted: 3 years ago
Posted: 8 Dec 2020 14:59 EST
Marissa Rogers (MarissaRogers)
MOD
Principal Knowledge Management Specialist
Pegasystems Inc.
US

Hi Abhi,

I have marked @Otto_Perdeck 's reply as the Accepted Solution based on your reply above.   

If this is not correct, please click the ellipses and remove the solution.

Thanks!

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