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Table 3 The classification results of different hybrid features, (1): GPSD, (2): ASDC, (3): GAAPC, (4): PAAC

From: iTTCA-RF: a random forest predictor for tumor T cell antigens

feature BACC (%) AUC Sn (%) Sp (%) MCC
(1) + (2) 80.67 0.875 87.87 73.48 0.620
(1) + (3) 81.26 0.880 86.68 75.85 0.629
(1) + (4) 80.54 0.870 86.20 74.89 0.615
(2) + (3) 81.05 0.863 87.89 74.22 0.627
(2) + (4) 79.01 0.870 83.30 74.73 0.582
(3) + (4) 79.91 0.860 84.28 75.55 0.601
(1) + (2) + (3) 81.12 0.883 88.54 73.71 0.629
(1) + (2) + (4) 80.11 0.876 86.74 73.48 0.608
(1) + (3) + (4) 83.03 0.882 88.69 77.38 0.665
(2) + (3) + (4) 80.79 0.874 86.24 75.33 0.619
(1) + (2) + (3) + (4) 80.97 0.878 86.71 75.23 0.623
  1. The best performance value is highlighted in bold for clarification