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Table 1 10-fold cross-validation of different combinations of features on RSC758

From: Prediction of redox-sensitive cysteines using sequential distance and other sequence-based features

Feature ACC SN SP MCC AUC
D + PSSM + SS + SA + PC 0.650 0.540 0.761 0.309 0.705
D + PSSM + SS + PC 0.653 0.529 0.777 0.316 0.705
D + PSSM + SS 0.658 0.516 0.801 0.330 0.700
D + PSSM 0.644 0.503 0.785 0.300 0.691
D 0.639 0.442 0.835 0.301 0.671
SS 0.555 0.770 0.339 0.121 0.559
PSSM 0.575 0.578 0.573 0.150 0.590
SA 0.557 0.552 0.562 0.114 0.554
PCP 0.525 0.611 0.439 0.051 0.542
  1. The results are sorted by AUC value. The feature set in bold was selected as the optimal
  2. D sequential distance to adjacent cysteines, PSSM PSSM profile, SS predicted secondary structure, SA predicted solvent accessibility, PCP physical-chemical property