Random Split Identified as Most Leakage‑Prone in Spatial‑Temporal Prediction
Why does a random split matter in spatial‑temporal forecasting? Because geography isn’t a tidy list of independent rows. Each point carries geometry, adjacency and a web of dependence that can silently inflate a model’s apparent performance.