Research Article
[Retracted] An Information Entropy Embedding Feature Selection Based on Genetic Algorithm
Table 5
Comparison about time complexity (per second).
| ā | Cardiotocography | Musk | Parkinson speech | Room occupancy estimation | Spambase |
| KNN | 0.17310 | 1.25101 | 0.12497 | 0.68997 | 0.61050 | KNN with EEGA | 0.14054 | 1.14162 | 0.04682 | 0.48594 | 0.54809 | DNN | 4.68476 | 19.93732 | 10.3715 | 16.45996 | 11.59904 | DNN with EEGA | 3.89772 | 19.16979 | 7.96646 | 13.41001 | 10.45439 | SVM | 1.09468 | 6.74315 | 0.40744 | 3.39282 | 7.24195 | SVM with EEGA | 1.08049 | 5.74477 | 0.39053 | 3.12939 | 7.22855 | RF | 2.13242 | 20.03398 | 1.80042 | 3.55173 | 5.04623 | RF with EEGA | 2.02833 | 18.74099 | 1.76169 | 2.64556 | 4.93956 |
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