Table 3 Effects of AI prediction between train and test groups among various diseases in Project 1 (%).
Classes | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Train group | Sensitivity and recall | 96.00 | 57.14 | 89.47 | 96.97 | 89.74 | 94.59 | 75.00 | 100.00 | 100.00 | 99.57 | 100.00 |
Specificity | 100.00 | 100.00 | 100.00 | 99.57 | 99.86 | 99.86 | 100.00 | 100.00 | 99.44 | 96.30 | 100.00 | |
PPV and precision | 100.00 | 100.00 | 100.00 | 95.52 | 97.22 | 97.22 | 100.00 | 100.00 | 90.48 | 97.66 | 100.00 | |
NPV | 99.72 | 99.60 | 99.73 | 99.71 | 99.45 | 99.72 | 99.60 | 100.00 | 100.00 | 99.31 | 100.00 | |
F1 | 97.96 | 72.73 | 94.44 | 96.24 | 93.33 | 95.89 | 85.71 | 100.00 | 95.00 | 98.60 | 100.00 | |
Test group | Sensitivity and recall | 76.92 | 25.00 | 90.00 | 76.47 | 80.95 | 70.00 | 14.29 | 85.71 | 85.71 | 95.83 | 80.00 |
Specificity | 97.59 | 100.00 | 99.74 | 99.18 | 99.47 | 99.74 | 100.00 | 100.00 | 98.15 | 84.38 | 99.49 | |
PPV and precision | 68.97 | 100.00 | 90.00 | 89.66 | 89.47 | 93.33 | 100.00 | 100.00 | 72.00 | 90.20 | 80.00 | |
NPV | 98.38 | 99.25 | 99.74 | 97.84 | 98.95 | 98.44 | 98.50 | 99.75 | 99.20 | 93.10 | 99.49 | |
F1 | 72.73 | 40.00 | 90.00 | 82.54 | 85.00 | 80.00 | 25.00 | 92.31 | 78.26 | 92.93 | 80.00 |
