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Ghana’s Indigenous Intel Challenge [BEGINNERS ONLY]

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Completed (~1 year ago)
Prediction
950 joined
564 active
Starti
14 Aug 25
Closei
12 Oct 25
Reveali
12 Oct 25
Community Column
20 Sep 2025, 08:00 · 1

What is the approach for the community col since I think there are duplicates for some communities, like Assin Aponsie

Discussion 1 answer
User avatar
Satti_Tareq

make sure to clean the data by looking for duplicates or typos so no one community is treated as two or more this can make unstabilty..you can try multiple types of encoding but what I found the most usefull is target encoding and frequency encoding but you must be aware ofthe overfitting.

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