The importance of recency might mean that more historical sample hurts out-of-time model performance| simplicityissota.substack.com
We should lower our expectations from balancing. Sampling might not improve class separation, and even if it does, it will typically come at a cost to calibration and log loss.| simplicityissota.substack.com