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

Table 5.

Accuracy of proposed CNN-LSTM model for Sample 1,2.

Model and Metric Sample 1 Sample 2
MAE RMSE MAPE MAE RMSE MAPE
Baseline 0.0000090 0.0000141 0.87 0.0000219 0.0000351 1.89
Strain Displacement @5 mm 0.0000257 0.0000277 2.32 0.0000304 0.0000612 2.03
Strain Displacement @10 mm 0.0000162 0.0000175 1.53 0.0000176 0.0000225 1.84
Strain Displacement @15 mm 0.0000088 0.0000115 0.79 0.0000182 0.0000293 1.59
Strain Displacement @20 mm 0.0000081 0.0000117 0.74 0.0000291 0.0000347 2.12