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Table 10 Results for Classifier trained on Rattus norvegicus and tested on remaining datasets

From: Improved prediction of missing protein interactome links via anomaly detection

Classifier Networks Without anomaly detection With anomaly detection
   Accuracy F-measure AUC Accuracy F-measure AUC
SVM Mus-Musculus 90.89 90.68 90.89 92.81 93.29 92.81
  C.elegans 77.71 80.01 77.71 74.33 79.57 74.33
  A.thaliana 90.91 90.76 90.91 92.57 93.07 92.57
C5.0 Mus-Musculus 84.24 81.46 84.24 98.61 98.62 98.61
  C.elegans 82.43 79.73 82.43 94.31 94.59 94.31
  A.thaliana 82.03 78.25 82.03 98.75 98.75 98.75
KNN Mus-Musculus 84.38 81.85 84.38 96.63 96.72 96.63
  C.elegans 81.45 79.86 81.45 85.88 87.57 85.88
  A.thaliana 83.11 80.19 83.11 96.57 96.66 96.57
NB Mus-Musculus 65.93 50.25 65.93 85.73 84.82 85.73
  C.elegans 60.12 48.44 60.12 71.98 74.68 71.98
  A.thaliana 68.10 56.24 68.10 87.29 87.10 87.29