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Table 3 Performance comparison of VMD-ConvGRU on example 100 with different prediction durations

From: Electrocardiogram prediction based on variational mode decomposition and a convolutional gated recurrent unit

\(\tau\)

MSE

MAE

RMSE

1

2.8695E−04

5.1096E−03

0.0169

2

3.8782E−04

9.4672E−03

0.0196

3

2.1028E−03

1.8909E−02

0.0458

4

4.7850E−03

2.8002E−02

0.0691

5

9.2696E−03

3.6550E−02

0.0962