Table 3.
Averaged sensitivity (SN), specificity (SP), accuracy, and Gmean for the best feature vector of each patient over the 100 repetitions performed for both multilayer perceptron networks (MLP) and support vector machines (SVM). Results are presented as a percentage.
| Patient ID | Sensitivity | Specificity | Accuracy | Gmean | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MLP | SVM | MLP | SVM | MLP | SVM | MLP | SVM | |||||
| P12 | 64.08 | 67.63 | 63.19 | 61.30 | 63.39 | 62.76 | 63.28 | 64.31 | ||||
| P18 | 65.45 | 76.91 | 79.10 | 71.98 | 76.64 | 72.87 | 71.73 | 74.34 | ||||
| P23 | 66.47 | 74.93 | 78.86 | 81.75 | 76.47 | 80.44 | 72.11 | 78.18 | ||||
| P29 | 65.71 | 78.35 | 72.98 | 82.20 | 69.81 | 80.53 | 69.00 | 80.20 | ||||
| P34 | 63.08 | 69.00 | 86.57 | 84.50 | 82.38 | 81.74 | 73.70 | 76.14 | ||||
| P40 | 74.43 | 80.57 | 88.22 | 88.74 | 85.38 | 87.06 | 80.69 | 84.37 | ||||
| P45 | 77.81 | 81.43 | 78.62 | 86.54 | 78.12 | 83.38 | 77.95 | 83.86 | ||||
| P51 | 100.00 | 100.00 | 99.73 | 100.00 | 99.79 | 100.00 | 99.86 | 100.00 | ||||
| P56 | 79.90 | 79.15 | 91.37 | 82.09 | 87.20 | 81.02 | 85.44 | 80.54 | ||||
| P62 | 72.57 | 79.53 | 70.15 | 75.97 | 71.51 | 77.97 | 71.19 | 77.70 | ||||
| Median | 69.52 | 78.75 | 78.98 | 82.15 | 77.38 | 80.77 | 72.90 | 79.19 | ||||