Table 3.
Summary of the classification test for simulated datasets
| Datasets | Algorithm | TP | FP | FN | TN | Sensitivity | Specificity |
|---|---|---|---|---|---|---|---|
| D30X1.5 | DecGPU | 1620660 | 349908 | 253 | 1895179 | 99.98 | 84.41 |
| hSHREC | 1617685 | 13998 | 3228 | 2231089 | 99.80 | 99.38 | |
| D30X3.0 | DecGPU | 2575411 | 660533 | 306 | 629750 | 99.99 | 48.81 |
| hSHREC | 2571520 | 31367 | 4197 | 1258916 | 99.84 | 97.57 | |
| D75X1.5 | DecGPU | 4053688 | 23 | 1024 | 5611265 | 99.97 | 100.00 |
| hSHREC | 4053827 | 4990124 | 885 | 621164 | 99.98 | 11.07 | |
| D75X3.0 | DecGPU | 6435328 | 3481 | 1621 | 3225570 | 99.97 | 99.89 |
| hSHREC | 6436305 | 3129803 | 644 | 99248 | 99.99 | 3.07 | |
| D150X1.5 | DecGPU | 6406078 | 2 | 5395 | 3254525 | 99.92 | 100.00 |
| hSHREC | 6411346 | 3185858 | 127 | 68669 | 100.00 | 2.11 | |
| D150X3.0 | DecGPU | 8578176 | 1 | 8651 | 1079172 | 99.90 | 100.00 |
| hSHREC | 8586743 | 1056392 | 84 | 22781 | 100.00 | 2.11 | |