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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%