Classifier | Method | Features | Sensitivity | Specificity | AUC | Ensemble 1 | Ensemble 2 | Ensemble 3 | Ensemble 4 | Ensemble 5 |
---|---|---|---|---|---|---|---|---|---|---|
Genomics 1 | LDA | 24 | 0.73 | 0.90 | 0.73 | X | X | X | X | |
Genomics 2 | SVM | 50 | 0.82 | 0.95 | 0.96 | X | X | |||
Genomics 3 | RF | 50 | 0.64 | 0.95 | 0.92 | X | X | X | ||
Genomics 4 | EN | 43 | 0.73 | 1.00 | 0.93 | X | X | |||
Genomics 5 | EN | 174 | 0.73 | 1.00 | 0.95 | X | X | |||
Proteomics 1 | SVM | 12 | 0.64 | 0.95 | 0.94 | X | X | X | X | |
Proteomics 2 | EN | 10 | 0.64 | 0.81 | 0.90 | X | X | |||
Proteomics 3 | SVM | 33 | 0.55 | 0.81 | 0.83 | X | X | |||
Proteomics 4 | EN | 13 | 0.55 | 0.86 | 0.85 | X | X | |||
Proteomics 5 | SVM | 13 | 0.64 | 0.95 | 0.94 | X | X |