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Table 1 Statistics of the prediction performance

From: Semi-supervised drug-protein interaction prediction from heterogeneous biological spaces

Data Methods AUC Sensitivity(%) Specificity(%)
* Enzyme Combining weighted profile 92.2 6 99.9
  LapRLS 95.0 53 99.9
  NetLapRLS 98.3 75 99.9
* Ion channel Combining weighted profile 90.7 17 99.7
  LapRLS 96.1 36 99.8
  NetLapRLS 98.6 72 99.9
* GPCR Combining weighted profile 86.9 13 99.7
  LapRLS 93.4 24 99.8
  NetLapRLS 97.1 50 99.8
Nuclear receptor Combining weighted profile 81.0 11 99.4
  LapRLS 85.0 16 99.4
  NetLapRLS 88.8 21 99.5
  1. The AUC is the area under the ROC curve, normalized to 100. The cutoff for sensitivity and specificity is set to select the number of the interactions in the test data.