Research Article
Time-Frequency Analysis of EEG Signals and GLCM Features for Depth of Anesthesia Monitoring
Table 4
Performance comparison between different TFMs and classifiers.
| TFM | Classifier | KNN | SVM | Random forest | Decision tree |
| SPWVD | 95.32 | 94.54 | 93.49 | 93.86 | PWVD | 94.01 | 93.46 | 92.34 | 92.80 | WVD | 93.24 | 92.52 | 91.35 | 92.00 | STFT | 93.70 | 93.11 | 91.59 | 92.18 |
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