Metrics That Matter
We track MAE/MAPE, direction hit-rate, and error distributions across horizons. Backtests are walk-forward with leakage checks.
Sampling & Leakage
Train/validation splits avoid future information. We document data freshness and refresh cadence.
Reading the Dashboard
Use median MAE for robustness and watch drift during regime changes.