Research Article
Smart Aggregate-Based Concrete Stress Monitoring via 1D CNN Deep Learning of Raw Impedance Signals
Table 4
Dataset scenarios for evaluating the performance of the 1D CNN deep learning model.
| ā | Training dataset | Testing dataset | Training dataset 1 (excluded ) | Training dataset 2 (excluded , ) | Training dataset 3 (excluded , , ) |
| Signal number | 198 | 180 | 162 | 216 |
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