Research Article
[Retracted] An Information Entropy Embedding Feature Selection Based on Genetic Algorithm
Table 3
Comparison about classification accuracy.
| ā | Cardiotocography (%) | Musk (%) | Parkinson speech (%) | Room occupancy estimation (%) | Spambase (%) |
| KNN | 80.995 | 77.242 | 63.942 | 95.883 | 77.919 | KNN with EEGA | 98.401 | 84.953 | 99.327 | 97.166 | 87.981 | DNN | 91.624 | 81.029 | 95.481 | 97.956 | 91.936 | DNN with EEGA | 98.495 | 85.087 | 100 | 100 | 93.936 | SVM | 77.846 | 88.408 | 79.519 | 96.761 | 71.072 | SVM with EEGA | 98.401 | 89.510 | 99.808 | 97.344 | 89.785 | RF | 97.971 | 79.999 | 99.904 | 97.660 | 94.066 | RF with EEGA | 98.542 | 87.225 | 100 | 100 | 95.087 |
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