Table 2.
Average parameters at various optimization techniques with different features for schizophrenia cases.
| Optimization methods | Parameters | DFA | Hurst | RQA | Sample entropy | Fractal dimension | Kolmogorov complexity | Hjorth | LZC | LLE |
|---|---|---|---|---|---|---|---|---|---|---|
| Artificial flora | Mean | 1.947 | 0.797 | 0.895 | 1.0434 | 0.9192 | 0.9182 | 0.922 | 0.922 | 0.72722 |
| Variance | 6.1955 | 0.00198 | 8.215E−05 | 0.9472 | 7.331E−05 | 0.00011 | 4.82E−09 | 3.393E−08 | 0.00382 | |
| Skewness | 2.7591 | −0.0952 | 0.1699 | 3.4882 | −7.9156063 | −31.6135 | 4.8058 | 1.162 | 0.66921 | |
| Kurtosis | 10.378 | −0.3245 | −0.00067 | 16.5549 | 139.9124 | 998.7822 | 25.231 | 2.795 | 0.34590 | |
|
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| Glowworm swarm | Mean | 3.60521 | 0.45140 | 0.528535 | 3.20544 | 1.109916 | 2.762614 | 0.775 | 0.874 | 0.43363 |
| Variance | 1.40291 | 0.00050 | 0.000336 | 0.18103 | 0.019184 | 0.846133 | 0.00022 | 3.85E−06 | 0.000213 | |
| Skewness | 1.83474 | 0.18256 | −0.0874 | −0.02972 | 0.21627 | 1.943948 | 0.53419 | −0.373 | 0.538756 | |
| Kurtosis | 4.37384 | −0.12708 | −0.09477 | −0.32559 | −0.17723 | 4.561639 | 0.0462 | 11.51 | 0.5087 | |
|
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| Black hole | Mean | 0.04486 | 1.64093 | 0.38062 | 0.08666 | 0.471683 | 0.193926 | 0.246 | 0.209 | 1.409073 |
| Variance | 0.01454 | 0.827833 | 0.000476 | 0.020484 | 0.054866 | 0.00054 | 1.09E−05 | 6.7E−06 | 0.102673 | |
| Skewness | −0.911996 | 2.338573 | 0.602759 | −0.25059 | 2.264549 | 31.66492 | −2.561 | 9.701 | 1.243274 | |
| Kurtosis | 1.689095 | 8.655974 | 0.923601 | −1.38165 | 8.043591 | 1003.234 | 5.236 | 156.25 | 3.155236 | |
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| Monkey search | Mean | 0.360178 | 0.64032 | 0.142771 | 0.139355 | 0.000866 | 0.540915 | 0.933 | 0.000151 | 2.272099 |
| Variance | 0.01044 | 0.449776 | 0.000665 | 0.001762 | 2.15E−07 | 0.006902 | 0.00703 | 1.9E−12 | 85.4282 | |
| Skewness | 0.232422 | 2.867251 | 0.441075 | 0.154336 | 0.980327 | −0.20562 | 0.5348 | 0.799874 | 11.61515 | |
| Kurtosis | −0.06264 | 13.54124 | 0.384905 | −0.46198 | 1.1591 | −0.30885 | 0.0581 | 10.16941 | 167.628 | |