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 |