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Table 5 Performance of the two-stage SVM classifiera

From: NOXclass: prediction of protein-protein interaction types

Interaction Type OBb NOc CPd
Precision 85.2% 88.1% 99.0%
Sensitivity 92.0% 83.9% 96.2%
Specificity 96.3% 94.6% 97.1%
SVM stage Stage 1 Stage 2 Combined
Accuracy 97.9% 86.4% 91.8%
  1. aThree out of the six properties (IA, IAR, and AACa) are used in the SVM classification for the BNCP-CS dataset;
  2. bOB: Obligate interactions;
  3. cNO: Non-obligate interactions;
  4. dCP: Crystal packing contacts.