Table 3.
Comparisons of all classifiers and FST over protocols in terms of accuracy for O1
| PT* | FST | C1 | C2 | C3 | C4 | C5 | C6 | C7 | C8 | C9 | C10 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| K2 | F1 | 77.21 | 73.83 | 76.56 | 85.23 | 85.18 | 78.88 | 86.33 | 78.54 | 86.93 | 89.09 |
| F2 | 77.76 | 76.38 | 77.86 | 84.71 | 84.92 | 76.88 | 85.76 | 79.17 | 87.24 | 87.73 | |
| F3 | 77.24 | 74.27 | 77.03 | 83.88 | 83.93 | 81.98 | 87.16 | 78.57 | 86.25 | 88.88 | |
| F4 | 77.55 | 75.13 | 77.45 | 82.89 | 82.99 | 79.82 | 85.08 | 79.90 | 86.51 | 87.47 | |
| F5 | 77.73 | 75.36 | 77.55 | 84.48 | 85.08 | 78.70 | 85.78 | 79.56 | 87.21 | 87.97 | |
| F6 | 69.64 | 67.97 | 68.78 | 72.29 | 71.61 | 68.62 | 73.67 | 71.20 | 75.18 | 75.81 | |
| K4 | F1 | 76.30 | 73.49 | 75.73 | 86.25 | 86.46 | 79.90 | 86.41 | 78.39 | 86.93 | 89.79 |
| F2 | 77.34 | 74.84 | 76.93 | 85.68 | 83.39 | 75.68 | 84.74 | 79.27 | 88.02 | 88.65 | |
| F3 | 78.02 | 75.26 | 77.71 | 85.52 | 84.90 | 81.56 | 87.55 | 80.10 | 86.93 | 89.79 | |
| F4 | 77.55 | 75.10 | 77.86 | 84.11 | 82.97 | 80.62 | 85.21 | 80.94 | 86.98 | 88.49 | |
| F5 | 78.96 | 76.72 | 78.28 | 85.68 | 86.35 | 80.10 | 85.00 | 80.73 | 87.66 | 89.06 | |
| F6 | 70.94 | 68.85 | 69.95 | 75.83 | 73.70 | 70.52 | 75.57 | 73.28 | 77.92 | 78.49 | |
| K5 | F1 | 80.32 | 77.40 | 79.48 | 88.51 | 87.21 | 81.17 | 87.34 | 82.40 | 88.57 | 90.78 |
| F2 | 79.22 | 77.27 | 78.64 | 87.53 | 86.56 | 79.68 | 86.30 | 80.78 | 87.34 | 88.96 | |
| F3 | 77.47 | 73.77 | 76.62 | 84.81 | 84.22 | 81.36 | 85.91 | 78.96 | 87.01 | 88.70 | |
| F4 | 77.92 | 76.30 | 78.18 | 85.39 | 84.03 | 82.66 | 86.36 | 82.60 | 87.86 | 89.55 | |
| F5 | 77.79 | 75.19 | 77.21 | 85.58 | 84.81 | 81.04 | 86.30 | 80.32 | 87.73 | 89.16 | |
| F6 | 71.62 | 71.82 | 71.88 | 78.70 | 75.39 | 72.53 | 74.55 | 74.74 | 78.57 | 79.22 | |
| K10 | F1 | 77.62 | 74.48 | 77.03 | 85.57 | 85.00 | 80.93 | 86.63 | 79.62 | 87.07 | 89.59 |
| F2 | 78.18 | 76.36 | 78.44 | 88.05 | 85.58 | 78.31 | 88.70 | 81.69 | 89.35 | 90.91 | |
| F3 | 76.75 | 73.38 | 76.10 | 84.81 | 83.12 | 81.69 | 85.71 | 80.39 | 86.88 | 90.13 | |
| F4 | 77.92 | 75.32 | 77.92 | 85.84 | 83.25 | 78.96 | 85.45 | 82.34 | 86.23 | 89.09 | |
| F5 | 76.75 | 75.58 | 77.53 | 86.88 | 85.19 | 81.43 | 84.29 | 80.91 | 87.01 | 89.09 | |
| F6 | 72.73 | 69.87 | 71.56 | 79.09 | 75.58 | 72.34 | 74.29 | 75.97 | 77.66 | 79.09 | |
| JK | F1 | 77.92 | 76.05 | 77.44 | 89.01 | 90.41 | 82.16 | 99.92 | 78.32 | 89.28 | 99.99 |
| F2 | 78.27 | 81.22 | 78.78 | 88.12 | 89.24 | 83.20 | 99.49 | 79.16 | 90.23 | 99.99 | |
| F3 | 78.09 | 76.24 | 77.04 | 88.49 | 89.99 | 83.82 | 99.87 | 78.37 | 90.03 | 99.99 | |
| F4 | 77.77 | 75.60 | 77.34 | 86.77 | 88.97 | 82.98 | 99.62 | 80.29 | 87.31 | 99.99 | |
| F5 | 83.67 | 83.84 | 82.84 | 88.42 | 88.28 | 79.06 | 98.63 | 84.13 | 88.59 | 99.99 | |
| F6 | 70.10 | 70.20 | 68.88 | 77.30 | 76.63 | 75.82 | 96.02 | 71.26 | 76.97 | 99.99 |
Bold values indicate the highest classification accuracy