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Table 1 Prediction results of different kernel sizes in TCN network on OhioT1DM dataset

From: A prior-knowledge-guided dynamic attention mechanism to predict nocturnal hypoglycemic events in type 1 diabetes

 

RMSE (\(mg/dL\))

MAE (\(mg/dL\))

MTCN

14.160

9.617

TCN(kernel size = 4)

14.450

9.815

TCN(kernel size = 5)

14.554

9.787

TCN(kernel size = 6)

14.343

9.663