Deal With an Imbalanced Dataset With TensorFlow, LightGBM, and CatBoost

Add new instruments to your toolbox when customizing your models

Konstantin Pluzhnikov
Towards AI
Published in
6 min readNov 8, 2022

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Source: Photo by Brett Jordan on flickr.com

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You have an imbalanced dataset; you want to reduce the count of false negatives (FN) or even false…

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an ML enthusiast, CQF alumnus, and auditor. I talk about ways to study real-world scenarios with machine models and statistics. Friend links on Twitter!