Table 7.
Image | K | Algorithms |
|||||||
---|---|---|---|---|---|---|---|---|---|
SOA [45] | HHOA [35] | FPA [18] | CS [19] | HS [15] | SCA [22] | BA [23] | COVID-HHOA | ||
Medical1 | 6 | 0.5585 | 0.5633 | 0.5626 | 0.5126 | 0.5394 | 0.5548 | 0.5601 | 0.5641 |
8 | 0.5823 | 0.5806 | 0.5638 | 0.5801 | 0.5785 | 0.5732 | 0.5779 | 0.5855 | |
10 | 0.5989 | 0.5995 | 0.5909 | 0.5816 | 0.5871 | 0.5956 | 0.5973 | 0.6048 | |
12 | 0.6166 | 0.6217 | 0.6054 | 0.6027 | 0.6008 | 0.6082 | 0.6253 | 0.6244 | |
14 | 0.6392 | 0.6342 | 0.6336 | 0.6354 | 0.6169 | 0.6332 | 0.6345 | 0.6447 | |
Medical2 | 6 | 0.5761 | 0.5558 | 0.5814 | 0.6086 | 0.6108 | 0.5853 | 0.5688 | 0.5788 |
8 | 0.6565 | 0.6564 | 0.6581 | 0.6488 | 0.6691 | 0.6681 | 0.6533 | 0.6720 | |
10 | 0.7200 | 0.7021 | 0.6883 | 0.6527 | 0.7017 | 0.6964 | 0.7025 | 0.7270 | |
12 | 0.7445 | 0.7422 | 0.7418 | 0.7230 | 0.7038 | 0.7456 | 0.7599 | 0.7649 | |
14 | 0.7577 | 0.7848 | 0.7718 | 0.7506 | 0.7567 | 0.7740 | 0.7807 | 0.7907 | |
Medical3 | 6 | 0.6471 | 0.6464 | 0.6453 | 0.6352 | 0.6387 | 0.6397 | 0.6513 | 0.6482 |
8 | 0.6888 | 0.6949 | 0.6910 | 0.6918 | 0.6952 | 0.6841 | 0.6950 | 0.6985 | |
10 | 0.7388 | 0.7480 | 0.7097 | 0.7437 | 0.7085 | 0.7379 | 0.7385 | 0.7477 | |
12 | 0.7523 | 0.7687 | 0.7408 | 0.7579 | 0.7409 | 0.7634 | 0.7748 | 0.7789 | |
14 | 0.7899 | 0.7924 | 0.7499 | 0.7897 | 0.7800 | 0.7671 | 0.8067 | 0.8424 | |
Medical4 | 6 | 0.5623 | 0.5478 | 0.5994 | 0.5531 | 0.5854 | 0.5529 | 0.5346 | 0.5566 |
8 | 0.6601 | 0.6193 | 0.6186 | 0.6129 | 0.6284 | 0.6478 | 0.6628 | 0.6614 | |
10 | 0.6743 | 0.6872 | 0.6274 | 0.6773 | 0.6901 | 0.6729 | 0.6712 | 0.7033 | |
12 | 0.7491 | 0.7311 | 0.6919 | 0.7003 | 0.7278 | 0.7297 | 0.7454 | 0.7537 | |
14 | 0.7764 | 0.7603 | 0.7676 | 0.7382 | 0.7320 | 0.7659 | 0.7666 | 0.7777 | |
Medical5 | 6 | 0.8266 | 0.8357 | 0.8094 | 0.8598 | 0.8313 | 0.8300 | 0.8326 | 0.8385 |
8 | 0.8763 | 0.8703 | 0.8681 | 0.8831 | 0.8771 | 0.8879 | 0.8814 | 0.8913 | |
10 | 0.9187 | 0.9128 | 0.8942 | 0.9206 | 0.9227 | 0.9109 | 0.9057 | 0.9233 | |
12 | 0.9262 | 0.9267 | 0.9235 | 0.9321 | 0.9322 | 0.9146 | 0.9305 | 0.9376 | |
14 | 0.9453 | 0.9543 | 0.9481 | 0.9518 | 0.9387 | 0.9296 | 0.9461 | 0.9613 | |
Medical6 | 6 | 0.6015 | 0.6064 | 0.5905 | 0.6248 | 0.6047 | 0.6142 | 0.6019 | 0.6101 |
8 | 0.6299 | 0.6296 | 0.5931 | 0.6347 | 0.6115 | 0.6281 | 0.6309 | 0.6325 | |
10 | 0.6421 | 0.6379 | 0.6299 | 0.6445 | 0.6189 | 0.6410 | 0.6459 | 0.6485 | |
12 | 0.6513 | 0.6561 | 0.6566 | 0.6603 | 0.6398 | 0.6502 | 0.6531 | 0.6627 | |
14 | 0.6655 | 0.6663 | 0.6592 | 0.6642 | 0.6625 | 0.6542 | 0.6625 | 0.6717 |