Episode Details
Back to EpisodesA simple trick for very unbalanced data (Ep. 157)
Episode 157
Published 4 years, 10 months ago
Description
Data from the real world are never perfectly balanced. In this episode I explain a simple yet effective trick to train models with very unbalanced data. Enjoy the show!
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References
- Leo Breiman, Random Forests, 2001
- C. Chen, A. Liaw, L. Breiman, Using Random Forest to Learn Imbalanced Data (2004)