Table 4.
Evaluation results of the constructed test cases for each sensor.
| # | ImageSize | DenseLayer | Sensor 1 | Sensor 2 | Sensor 3 | Sensor 4 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ACC. | F1 | MCC | ACC. | F1 | MCC | ACC. | F1 | MCC | ACC. | F1 | MCC | |||
| 1 | 150 | 380 | 66.15 | 66.15 | 63.52 | 57.14 | 57.14 | 53.64 | 79.50 | 79.50 | 77.91 | 53.11 | 53.11 | 49.43 |
| 2 | 150 | 360 | 75.31 | 75.31 | 73.23 | 58.85 | 58.85 | 57.62 | 89.96 | 86.96 | 85.86 | 52.95 | 52.95 | 48.86 |
| 3 | 150 | 375 | 73.29 | 73.29 | 71.10 | 60.87 | 60.87 | 57.62 | 83.07 | 83.07 | 81.69 | 51.09 | 51.09 | 47.50 |
| 4 | 150 | 512 | 75.62 | 75.62 | 73.71 | 58.70 | 58.70 | 55.26 | 76.24 | 76.24 | 74.31 | 55.28 | 55.28 | 51.81 |
| 5 | 150 | 512 | 74.07 | 74.07 | 72.08 | 60.56 | 60.56 | 57.14 | 75.47 | 75.47 | 73.88 | 55.59 | 55.59 | 52.51 |
| 6 | 150 | 360 | 69.72 | 69.72 | 67.17 | 55.75 | 55.75 | 51.98 | 75.00 | 75.00 | 72.98 | 56.99 | 56.99 | 53.61 |
| 7 | 150 | 380 | 75.16 | 75.16 | 71.48 | 55.75 | 55.75 | 51.99 | 77.95 | 77.95 | 76.29 | 52.33 | 52.33 | 48.88 |
| 8 | 150 | 375 | 77.17 | 77.17 | 75.35 | 55.75 | 55.75 | 51.99 | 77.33 | 77.33 | 75.60 | 57.14 | 57.14 | 53.66 |
| 9 | 128 | 512 | 69.88 | 69.88 | 67.66 | 61.80 | 61.80 | 58.56 | 70.50 | 70.50 | 68.44 | 57.92 | 57.92 | 54.49 |