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 |