Open Access
Table 2.
Sub-dataset distribution after splitting and downsampling.
| Dataset | Classification | Quantity | X | M | C | NF | FX | FM | FC |
|---|---|---|---|---|---|---|---|---|---|
| Training | CMX | Average number of image | 218 | 1918 | 11 824 | 10 665 | 35 | 344.0 | 2917 |
| Standard deviation | 13.35 | 81.36 | 154.79 | 205.05 | 9.32 | 27.81 | 90.19 | ||
| Percentage of the dataset | 0.78% | 6.87% | 42.35% | 38.19% | 0.13% | 1.23% | 10.45% | ||
| MX | Average number of image | 207 | 1955 | 370 | 2201 | 7 | 69 | 596 | |
| Standard deviation | 12.1 | 62.45 | 18.03 | 50.88 | 2.9 | 11.03 | 27.76 | ||
| Percentage of the dataset | 3.84% | 36.16% | 6.84% | 40.72% | 0.13% | 1.28% | 11.02% | ||
| Validation | CMX | Average number of image | 25 | 277 | 1578 | 8409 | 21 | 255 | 2467 |
| Standard deviation | 12.12 | 60.63 | 145.56 | 228.39 | 40.64 | 71.73 | 194.46 | ||
| Percentage of the dataset | 0.2% | 2.12% | 12.11% | 64.52% | 0.17% | 1.96% | 18.93% | ||
| MX | Average number of image | 37 | 240 | 1405 | 8773 | 23 | 315 | 2466 | |
| Standard deviation | 15.58 | 37.56 | 165.69 | 322.65 | 38.83 | 129.88 | 353.82 | ||
| Percentage of the dataset | 0.28% | 1.82% | 10.6% | 66.18% | 0.18% | 2.37% | 18.58% | ||
| Test | CMX | Average number of image | 26 | 271 | 1562 | 8949 | 27 | 264 | 2467 |
| Standard deviation | 12.51 | 60.41 | 145.08 | 393.78 | 29.12 | 88.07 | 288.46 | ||
| Percentage of the dataset | 0.2% | 2.01% | 11.53% | 65.94% | 0.2% | 1.95% | 18.17% | ||
| MX | Average number of image | 26 | 270 | 1489 | 8726 | 45 | 317 | 2533 | |
| Standard deviation | 11.51 | 53.77 | 107.64 | 500.91 | 47.86 | 146.73 | 189.15 | ||
| Percentage of the dataset | 0.2% | 2.02% | 11.12% | 65.04% | 0.34% | 2.39% | 18.9% |
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