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. 2021 Nov 23;9:1900415. doi: 10.1109/JTEHM.2021.3130494

TABLE 3. Classification Based on HBC Features for DTW Distance Map.

Accuracy (%)
Classifiers (10,45) (15,30) (30,15) (45,10) (90,5) Mean ± SD
SVM 81.70 81.16 81.02 82.08 78.77 80.95 ± 1.29
KNN 80.96 83.75 79.81 81.53 81.67 81.54 ± 1.43
LDA 82.04 81.71 79.81 81.67 81.39 81.32 ± 0.88
DT 83.27 80.88 77.96 78.89 78.06 79.81 ± 2.26
NB 78.92 77.64 78.80 79.31 76.39 78.21 ± 1.19
LSTM 86.08 86.85 92.41 86.17 87.50 87.80 ± 2.64