Accuracy & Backtesting: How We Measure Forecast Quality

• in Data & Accuracy

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.

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