Forecast Week Summary
Forecast
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Accuracy Metrics (168 hours with actual data)
Metric
Prediction
Naive Baseline
Better
Mean Absolute Error (MAE) (dB)
7.970
8.225
Prediction ✓
Root Mean Square Error (RMSE) (dB)
8.667
8.950
Prediction ✓
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Overall lower error:
Prediction
Consistent with the key finding that local footfall follows a highly stable routine, making the day-of-week average a powerful competitor.