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

TABLE 2. Classification Based on DTW Distance Map.

Accuracy (%)
Classifiers (10,45) (15,30) (30,15) (45,10) (90,5) Mean ± SD
SVM 86.42 87.31 87.78 87.36 87.50 87.27 ± 0.51
KNN 83.33 82.59 79.17 77.78 75.28 79.63 ± 3.35
LDA 83.33 88.15 84.81 84.86 85.83 85.40 ± 1.78
DT 78.89 76.81 70.83 73.89 71.11 74.31 ± 3.53
NB 75.96 80.74 77.5 80.69 75.83 78.14 ± 2.44
LSTM 90.15 89.35 92.59 90.83 90.28 90.73 ± 1.38