Skip to main content

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.