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Table 2 Average results for 10-fold cross-validation with 1 -minimization and SVM

From: Accurate prediction of major histocompatibility complex class II epitopes by sparse representation via 1-minimization

    1-minimization    
   H2-IA d    HLA-DRB1*0101  
  DPPS 11-factor Binary DPPS 11-factor Binary
Avg. Sn (%) 89 (6) 86 (2) 81 (12) 97 (6) 97 (25) 97 (22)
Avg. Sp (%) 86 (10) 54 (9) 82 (10) 29 (10) 8 (22) 9 (21)
Avg. Acc. (%) 88 (4) 70 (7) 82 (8) 85 (8) 82 (12) 82 (15)
Avg. MCC 0.7558 0.4418 0.6441 0.3715 0.1 0
Time in secs 0.1650 0.1368 0.1368 1.5198 1.6831 1.9103
    SVM    
Avg. Sn (%) 78 (4) 81 (1) 78 (1) 83 (7) 97 (23) 100 (37)
Avg. Sp (%) 76 (10) 76 (2) 77 (6) 72 (12) 31 (20) 2 (37)
Avg. Acc. (%) 77 (3) 78 (6) 77 (8) 81 (7) 86 (10) 83 (19)
Avg. MCC 0.5559 0.5804 0.5694 0.4738 0.3951 0
Time in secs 0.1039 0.1268 0.1597 0.1770 0.2045 0.1928
  1. Numbers in parenthesis indicate standard deviation.