Research Article
Density-Based Penalty Parameter Optimization on C-SVM
Table 2
Systematic precision at different parameter values (%).
| Model | = 0.5 | = 1 | = 10 | = 50 | = 100 |
| a1a-1 | 84.03 | 83.82 | 83.77 | 83.69 | 83.64 | a1a-2 | 77.41 | 78.65 | 78.56 | 78.65 | 78.72 | a1a-3 | 83.92 | 83.31 | 83.26 | 83.11 | 83.10 | a2a-1 | 84.60 | 84.28 | 84.02 | 83.98 | 83.95 | a2a-2 | 76.89 | 77.27 | 77.26 | 77.19 | 77.20 | a2a-3 | 84.47 | 84.30 | 84.04 | 83.92 | 83.88 | a3a-1 | 84.50 | 84.32 | 84.08 | 84.07 | 84.07 | a3a-2 | 77.53 | 77.88 | 77.89 | 77.83 | 77.80 | a3a-3 | 84.37 | 84.35 | 84.11 | 84.08 | 84.07 | a4a-1 | 84.29 | 84.25 | 84.18 | 84.06 | 84.07 | a4a-2 | 78.49 | 79.22 | 79.13 | 79.20 | 79.16 | a7a-3 | 83.96 | 84.08 | 84.12 | 84.23 | 84.11 | w1a-1 | 97.56 | 97.74 | 97.46 | 96.75 | 96.56 | w1a-2 | 95.10 | 96.10 | 94.94 | 94.25 | 94.66 | w1a-3 | 97.62 | 97.84 | 97.53 | 97.34 | 97.21 | w2a-1 | 97.86 | 98.07 | 97.53 | 97.27 | 97.07 | w2a-2 | 94.88 | 96.03 | 95.78 | 94.86 | 94.90 | w2a-3 | 98.12 | 98.21 | 97.92 | 97.63 | 97.58 | w3a-1 | 97.83 | 98.29 | 98.02 | 97.84 | 97.83 | w3a-2 | 95.27 | 96.22 | 96.01 | 95.51 | 95.62 | w3a-3 | 97.91 | 98.24 | 98.36 | 98.07 | 98.02 | w4a-1 | 98.01 | 98.39 | 98.26 | 98.07 | 97.95 | w4a-2 | 95.58 | 96.52 | 96.50 | 96.15 | 96.22 | w4a-3 | 98.01 | 98.42 | 98.38 | 98.27 | 98.26 |
|
|