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. 2022 Dec 16;22(24):9920. doi: 10.3390/s22249920

Table 7.

Accuracy deep learning models for Sample 2.

Model and Metric LSTM CNN
MAE RMSE MAPE MAE RMSE MAPE
Baseline 0.0000361 0.0000490 3.18 0.0000402 0.0000672 2.98
Strain Displacement @5 mm 0.0000365 0.0000455 3.42 0.0000276 0.0000468 3.42
Strain Displacement @10 mm 0.0000354 0.0000469 3.14 0.0000330 0.0000651 2.22
Strain Displacement @15 mm 0.0000226 0.0000283 2.35 0.0000375 0.0000667 2.64
Strain Displacement @20 mm 0.0000251 0.0000322 2.51 0.0000317 0.0000526 2.40