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Table 9 Results for Classifier trained on Mus musculus 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 Rattus norvegicus 96.93 96.86 96.93 99.02 99.02 99.02
  C.elegans 83.96 84.87 83.96 81.52 84.40 81.52
  A.thaliana 92.83 92.67 92.83 95.66 95.84 95.66
C5.0 Rattus norvegicus 97.93 97.89 97.93 99.68 99.68 99.68
  C.elegans 94.64 94.69 94.64 95.80 95.96 95.80
  A.thaliana 97.13 97.06 97.13 99.37 99.37 99.37
KNN Rattus norvegicus 94.64 94.36 94.64 99.72 99.43 99.72
  C.elegans 91.50 91.63 91.50 91.68 92.31 91.68
  A.thaliana 93.43 93.12 93.43 98.26 98.29 98.26
NB Rattus norvegicus 65.63 47.83 65.63 79.26 74.37 79.26
  C.elegans 57.06 33.21 57.06 69.10 67.95 69.10
  A.thaliana 62.28 40.61 62.28 81.72 79.44 81.72