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RESEARCH · CL_117342 · Jun 29 · 02:55

Resampling methods degrade model calibration, but recalibration offers a fix

A new research paper published on arXiv explores the impact of resampling methods on the probability calibration of tree ensemble models. The study found that while SMOTE (Synthetic Minority Over-sampling Technique) cau…