TABLE 5. Representative Results on Convolution Kernel Size Selection.
| (a) Patient-2 | |||
|---|---|---|---|
| Space dimension | |||
| AUC | |||
| Time dimension | (2, 3, 4) | (3, 4, 5) | (2, 3, 5) |
| (16, 32, 64) | 0.800 | 0.699 | 0.517 |
| (32, 64, 128) | 0.517 | 0.749 | 0.880 |
| (64, 128, 256) | 0.406 | 0.457 | 0.323 |
| (a) Patient-2 | |||
|---|---|---|---|
| Space dimension | |||
| AUC | |||
| Time dimension | (2, 3, 4) | (3, 4, 5) | (2, 3, 5) |
| (16, 32, 64) | 0.800 | 0.699 | 0.517 |
| (32, 64, 128) | 0.517 | 0.749 | 0.880 |
| (64, 128, 256) | 0.406 | 0.457 | 0.323 |