Table 4.
Method | Acc | F-measure | Pre | Spe | Sen | MCC | |
---|---|---|---|---|---|---|---|
Dset_186 | SSWRF | 0.679 | 0.386 | 0.322 | 0.697 | 0.581 | 0.234 |
LORIS | 0.604 | 0.384 | 0.287 | 0.586 | 0.698 | 0.221 | |
PSIVER | 0.673 | 0.353 | 0.306 | 0.743 | 0.416 | 0.151 | |
SCRIBER | 0.78 | 0.279 | 0.279 | 0.87 | 0.279 | 0.15 | |
DELPHI | 0.803 | 0.353 | 0.353 | 0.884 | 0.352 | 0.235 | |
IHT_XGB | 0.716 | 0.694 | 0.753 | 0.788 | 0.644 | 0.437 | |
Dset_72 | SSWRF | 0.648 | 0.351 | 0.267 | 0.643 | 0.654 | 0.224 |
LORIS | 0.614 | 0.324 | 0.238 | 0.610 | 0.631 | 0.177 | |
PSIVER | 0.661 | 0.278 | 0.25 | 0.693 | 0.465 | 0.135 | |
SCRIBER | 0.837 | 0.232 | 0.232 | 0.909 | 0.232 | 0.141 | |
DELPHI | 0.847 | 0.275 | 0.276 | 0.915 | 0.274 | 0.189 | |
IHT_XGB | 0.702 | 0.689 | 0.721 | 0.741 | 0.663 | 0.405 | |
Dset_164 | SSWRF | 0.621 | 0.365 | 0.323 | 0.656 | 0.527 | 0.152 |
LORIS | 0.588 | 0.323 | 0.263 | 0.609 | 0.538 | 0.111 | |
PSIVER | 0.596 | 0.295 | 0.253 | 0.634 | 0.464 | 0.078 | |
SCRIBER | 0.756 | 0.327 | 0.327 | 0.851 | 0.327 | 0.179 | |
DELPHI | 0.758 | 0.332 | 0.332 | 0.852 | 0.332 | 0.184 | |
IHT_XGB | 0.733 | 0.715 | 0.767 | 0.795 | 0.671 | 0.470 |