Model | ||||
Sample type | SBGLM | SVM | Random Forest | |
10 marker genes | ||||
Benign | 95.1 | 84.4 | 91.1 | |
PIN | 61.7 | 0.09 | 61.4 | |
PCA | 86.9 | 37.4 | 86.7 | |
MET | 56 | 55.3 | 82.8 | |
50 marker genes | ||||
Benign | 99.6 | 90.1 | 96.8 | |
PIN | 53.4 | 38.2 | 52 | |
PCA | 65.4 | 45.8 | 84.8 | |
MET | 95.4 | 81.8 | 83.6 | |