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

Table 6.

Accuracy of deep learning models for Sample 1.

Model and Metric LSTM CNN
MAE RMSE MAPE MAE RMSE MAPE
Baseline 0.0000758 0.0000789 6.82 0.0000785 0.0000821 7.01
Strain Displacement @5 mm 0.0000591 0.0000611 5.31 0.0000456 0.0000483 4.05
Strain Displacement @10 mm 0.0000588 0.0000608 5.49 0.0000611 0.0000644 5.64
Strain Displacement @ 15 mm 0.0000650 0.0000677 5.79 0.0000487 0.0000514 4.31
Strain Displacement @ 20 mm 0.0000691 0.0000717 6.19 0.0000637 0.0000670 5.67