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Table 1 Performance results of SVM-BAC using 162 training and 54 test complexes.

From: Characterizing informative sequence descriptors and predicting binding affinities of heterodimeric protein complexes

Method Training
10-CV
SEN SPE AUC Test
(n complexes)
SEN SPE AUC
SVM-BAC 85.80% 0.888 0.827 0.86 83.33% (54) 0.888 0.777 0.82
SMO [11] 76.1% 0.756 0.767 0.76 83.3% (30) 0.813 0.857 0.84
  1. SEN (Sensitivity), SPE (Specificity) and AUC (Area under the ROC curve)