Table 3 The obtained mean and standard deviation values of the algorithms with [mean] ± [standard deviation] pattern.
From: Trader as a new optimization algorithm predicts drug-target interactions efficiently
Trader | WCC | PSO | TE | VIR | DVBA | CEFOA | EPO | ION | TGA | HTS | |
|---|---|---|---|---|---|---|---|---|---|---|---|
F1 | 253.1526 ± 91.38444 | 841.7066 ± 31.64796 | 477.6466 ± 18.94408 | 267.309375 ± 95.324573 | 959.4107 ± 5.94061 | 984.8087 ± 3.682139 | 950.7273 ± 11.24574 | 296.88529 ± 53.116245 | 976.356 ± 3.531292 | 301.05265 ± 124.06458 | 967.8077 ± 3.767768 |
F2 | 241.6875 ± 87.64757 | 839.1354 ± 34.11527 | 477.5999 ± 16.72475 | 264.262762 ± 0.2740584 | 960.1196 ± 5.092073 | 985.5377 ± 2.865412 | 948.5616 ± 12.12369 | 247.59292 ± 11.962224 | 977.6307 ± 2.102615 | 24.02758 ± 0.0752910 | 968.2255 ± 4.680692 |
F3 | 247.4043 ± 98.93201 | 850.3819 ± 37.43831 | 478.2538 ± 19.38222 | 235.281881 ± 0.3718979 | 959.8414 ± 6.465041 | 985.1427 ± 3.265755 | 948.7011 ± 10.60998 | 247.20669 ± 25.180205 | 976.7359 ± 4.132642 | 224.04293 ± 0.0750508 | 967.5905 ± 3.589742 |
F4 | 254.8232 ± 70.79901 | 847.9573 ± 42.10005 | 480.1671 ± 16.30009 | 262.355633 ± 96.352460 | 959.6194 ± 6.010377 | 985.1864 ± 3.512979 | 948.769 ± 11.73818 | 74.56383 ± 26.100591 | 976.3783 ± 3.778037 | 154.0341 ± 0.0900080 | 967.3514 ± 3.921301 |
F5 | 278.0891 ± 101.3598 | 848.5671 ± 37.93419 | 475.6191 ± 18.63996 | 216.298908 ± 0.4138509 | 959.3906 ± 5.015376 | 985.3614 ± 3.462716 | 952.145 ± 12.92692 | 366.49984 ± 17.768409 | 977.4732 ± 2.668033 | 297.03107 ± 39.083350 | 967.0254 ± 5.551571 |
F6 | 250.9852 ± 81.59639 | 838.3908 ± 35.51018 | 479.2404 ± 17.91999 | 299.244924 ± 102.31963 | 959.7162 ± 5.834993 | 985.3645 ± 3.358163 | 946.9678 ± 12.91631 | 305.46687 ± 67.032709 | 977.2192 ± 3.438642 | 300.01504 ± 49.081595 | 967.4208 ± 4.269639 |
F7 | 251.3358 ± 108.8897 | 841.1641 ± 39.66158 | 479.4888 ± 14.50753 | 2.367119 ± 0.3282396 | 961.0597 ± 6.120448 | 985.2691 ± 4.110173 | 948.9477 ± 11.33569 | 47.58055 ± 2.014534 | 976.1429 ± 3.420905 | 24.02266 ± 0.0841355 | 967.9891 ± 3.429372 |
F8 | 253.9236 ± 92.58586 | 846.1772 ± 39.51895 | 476.0835 ± 16.47731 | 29.276181 ± 3.40998 | 959.46 ± 6.371902 | 984.5531 ± 3.213782 | 949.5816 ± 11.30967 | 47.08275 ± 2.257234 | 977.3502 ± 2.663908 | 24.03074 ± 0.0772274 | 967.606 ± 4.560412 |
F9 | 260.6851 ± 102.8401 | 855.9507 ± 29.35375 | 479.3728 ± 21.17523 | 260.311927 ± 25.333143 | 959.9554 ± 5.546612 | 984.9158 ± 3.203462 | 947.1605 ± 13.9521 | 165.73816 ± 21.956847 | 977.6 ± 3.671616 | 233.0349 ± 44.073838 | 967.3254 ± 4.316765 |
F10 | 1.7736e-32 ± 1.253e-31 | 145.9045 ± 83.05286 | 29.76548 ± 5.045027 | 4.743712 ± 0.6323218 | 525.0646 ± 51.02185 | 288.105 ± 35.46705 | 51.30359 ± 11.50775 | 13.47461 ± 1.575858 | 99.40116 ± 15.27536 | 17.35812 ± 1.41808 | 74.66727 ± 10.12832 |
F11 | 5.1198e-72 ± 2.634e-71 | 0.03253717 ± 0.0231875 | 2.2715e-08 ± 1.502e-08 | 1.025448 ± 0.245046 | 0.2861472 ± 0.2577325 | 0.06544539 ± 0.0364154 | 0.00349084 ± 0.0016383 | 0.00548362 ± 0.0031898 | 0.01487591 ± 0.0094282 | 0.00577078 ± 0.0053602 | 0 ± 0 |
F12 | 0 ± 0 | 0.00220911 ± 0.0021401 | 1.7413e-09 ± 1.302e-09 | 0.08037839 ± 0.0154615 | 0.02280964 ± 0.0188935 | 0.00475016 ± 0.0028673 | 0.00034019 ± 0.0001791 | 0.00035483 ± 0.0001949 | 0.00093730 ± 0.0005838 | 0.00057121 ± 0.0006454 | 0 ± 0 |
F13 | 4.8004e-63 ± 2.968e-62 | 0.00166645 ± 0.0016165 | 7.6484e-09 ± 3.888e-09 | 0.01628576 ± 0.001229 | 0.01011512 ± 0.0110870 | 0.00235245 ± 0.000852 | 0.00022412 ± 9.119e-05 | 0.00036907 ± 0.0001605 | 6.8835e-05 ± 8.987e-05 | 0.00047189 ± 0.0004179 | 5.928e-12 ± 0 |
F14 | 4.6657e-36 ± 3.262e-35 | 147.8289 ± 92.29859 | 30.23713 ± 4.95025 | 4.773464 ± 0.6929691 | 508.2296 ± 54.1219 | 281.2291 ± 45.63714 | 52.49834 ± 14.60957 | 13.56846 ± 1.401647 | 101.3417 ± 17.26803 | 17.00028 ± 1.862734 | 76.718 ± 10.14181 |
F15 | 258.9922 ± 107.4624 | 852.0461 ± 41.73354 | 480.807 ± 19.48127 | 222.342933 ± 0.3350069 | 960.0506 ± 5.331034 | 984.5826 ± 3.527149 | 945.3247 ± 13.84791 | 47.6192 ± 2.178289 | 977.731 ± 2.914132 | 334.02932 ± 0.0848916 | 967.8714 ± 4.844288 |
F16 | 2.3816e-32 ± 1.426e-31 | 157.1937 ± 88.66653 | 30.07814 ± 5.658763 | 4.887573 ± 0.5766644 | 524.5626 ± 47.10672 | 278.6976 ± 36.47537 | 54.55871 ± 16.3804 | 13.60383 ± 1.502604 | 101.7394 ± 17.00099 | 17.07861 ± 1.607762 | 74.4641 ± 11.54133 |
F17 | 5.3552e-28 ± 3.786e-27 | 169.7363 ± 88.32107 | 30.85688 ± 5.256397 | 4.706465 ± 0.6551469 | 515.5718 ± 53.29598 | 278.9005 ± 35.72971 | 53.5587 ± 13.27707 | 13.91615 ± 1.720058 | 98.84173 ± 16.28048 | 17.30378 ± 1.511352 | 78.45175 ± 11.01959 |
F18 | 1.0635e-28 ± 7.520e-28 | 151.4619 ± 89.5036 | 29.90848 ± 5.2751 | 4.76432 ± 0.7214757 | 499.9788 ± 55.48298 | 282.8907 ± 42.3109 | 54.82297 ± 11.80817 | 13.47419 ± 1.497829 | 98.37421 ± 15.05355 | 17.385 ± 1.539785 | 0 ± 0 |
F19 | 4.6354e-35 ± 2.960e-34 | 156.6053 ± 61.30125 | 30.35593 ± 5.681104 | 4.930016 ± 0.9168929 | 516.1155 ± 47.98521 | 278.2041 ± 38.58286 | 52.01463 ± 10.74207 | 13.48662 ± 1.561745 | 99.91899 ± 16.78486 | 17.39819 ± 1.618368 | 73.81935 ± 10.6238 |
F20 | 1.4363e-33 ± 8.344e-33 | 161.686 ± 91.38573 | 30.15713 ± 5.526973 | 4.607396 ± 0.487521 | 511.36 ± 55.23571 | 285.4784 ± 40.22137 | 53.02054 ± 15.04198 | 13.6743 ± 1.550832 | 97.17674 ± 14.64385 | 17.10843 ± 1.49111 | 78.12226 ± 10.41774 |