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. 2020 Mar 29;20(7):1895. doi: 10.3390/s20071895

Table 6.

LOSO evaluation results of the supervised classification models with a data representation of 64-bin FFT and overlap 75%.

Classifier Sensitivity Specificity GM AUC EER (%)
SVM 0.832 0.831 0.832 0.876 16.9
AdaBoost 0.827 0.828 0.827 0.905 17.2
Random Forest 0.849 0.847 0.848 0.921 15.3
CNN-MPL 0.844 0.844 0.844 0.920 15.6
CNN-LSTM 0.849 0.849 0.849 0.923 15.1