Table 4 Validation of classifier performance on Protein Atlas domains
From: Determinants of antigenicity and specificity in immune response for protein sequences
Validation | Pos-set | Neg-set | ACC | TPR | FPR | Prec | Recall |
|---|---|---|---|---|---|---|---|
IF | 130 (Support) | 60 (Non-support) | 75.26% | 80.29% | 37.73% | 80.15% | 84.50% |
IHC | 247 (High) | 77 (Very low) | 71.60% | 81.12% | 60% | 81.78% | 81.12% |
PA | 480 (1) | 80 (2) | 73.93% | 87.11% | 80% | 81.67% | 87.11% |
WB | 258 (1~2) | 159 (6~7) | 63.88% | 67.73% | 48.93% | 82.17% | 67.73% |