Urgent Please - Imbalanced Data in Genie Software

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John_markezy
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Joined: Thu Dec 09, 2021 3:28 am

Urgent Please - Imbalanced Data in Genie Software

Post by John_markezy »

I am wondering if anyone can help me to learn how can I input/import my skewed or imbalanced dataset in Genie software? How does Genie handle imbalanced data training with Bayesian Network?
Thanks.
marek [BayesFusion]
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Posts: 430
Joined: Tue Dec 11, 2007 4:24 pm

Re: Urgent Please - Imbalanced Data in Genie Software

Post by marek [BayesFusion] »

GeNIe does not offer any special treatment to imbalanced data at the moment. We are planning to return to this issue quite likely in mid-late 2022. At the moment, you will have to do the pre-processing (balancing, boosting, or whatever you choose) yourself before you read your data into GeNIe.
I hope this helps,

Marek
John_markezy
Posts: 3
Joined: Thu Dec 09, 2021 3:28 am

Re: Urgent Please - Imbalanced Data in Genie Software

Post by John_markezy »

Thanks for your reply. Can you please share some references where I can learn more about the methods you mentioned?
marek [BayesFusion]
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Posts: 430
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Re: Urgent Please - Imbalanced Data in Genie Software

Post by marek [BayesFusion] »

There are plenty of references, too many to list. A Google search on "imbalanced dataset handling" will do the job -- you will find review articles that will recommend you some methods and offer references.
Good luck!

Marek
John_markezy
Posts: 3
Joined: Thu Dec 09, 2021 3:28 am

Re: Urgent Please - Imbalanced Data in Genie Software

Post by John_markezy »

Thank you, Marek.
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