Table 12 Performance metrices.

From: Design of mTCN framework for disaster prediction a fusion of massive machine type communications and temporal convolutional networks

Performance metric

Flood prediction

Earthquake prediction

Tsunami prediction

Root mean square error (RMSE)

0.15

0.22

0.18

Mean absolute error (MAE)

0.12

0.18

0.15

Loss function (MSE)

0.03

0.04

0.03

Inference time (ms)

25

30

28

Training time (h)

12

14

13

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