Table 1.
Prediction performance in different experiment designs
| Window size | 80 | 100 | 200 | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Stride |
20 |
40 |
80 |
20 |
40 |
80 |
20 |
40 |
80 |
| Experiment ID |
1 |
2 |
3 |
4 |
5 |
6 |
7 |
8 |
9 |
| Precision_d1 |
0.572 | 0.625 | 0.626 | 0.609 | 0.622 | 0.588 | 0.465 | 0.547 | 0.618 |
| Recall_d1 |
0.493 | 0.498 | 0.447 | 0.486 | 0.513 | 0.529 | 0.602 | 0.582 | 0.584 |
| MCC_d1 |
0.442 | 0.478 | 0.450 | 0.462 | 0.485 | 0.472 | 0.415 | 0.471 | 0.520 |
| Precision_d2 |
0.608 | 0.655 | 0.650 | 0.652 | 0.653 | 0.623 | 0.496 | 0.576 | 0.654 |
| Recall_d2 |
0.361 | 0.338 | 0.291 | 0.346 | 0.366 | 0.365 | 0.473 | 0.443 | 0.426 |
| MCC_d2 |
0.361 | 0.374 | 0.341 | 0.377 | 0.391 | 0.372 | 0.341 | 0.386 | 0.426 |
| Precision_d3+ |
0.639 | 0.670 | 0.661 | 0.675 | 0.668 | 0.629 | 0.543 | 0.598 | 0.669 |
| Recall_d3+ |
0.357 | 0.297 | 0.245 | 0.315 | 0.330 | 0.310 | 0.453 | 0.418 | 0.381 |
| MCC_d3+ |
0.360 | 0.340 | 0.301 | 0.354 | 0.360 | 0.326 | 0.343 | 0.367 | 0.391 |
| Precision_ALL |
0.601 | 0.644 | 0.641 | 0.637 | 0.643 | 0.607 | 0.496 | 0.570 | 0.641 |
| Recall_ALL |
0.409 | 0.382 | 0.332 | 0.386 | 0.407 | 0.406 | 0.513 | 0.486 | 0.468 |
| MCC_ALL |
0.392 | 0.402 | 0.369 | 0.401 | 0.416 | 0.394 | 0.370 | 0.412 | 0.450 |