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Table 7 Results for Classifier trained on Arabidopsis thaliana 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 96.71 96.64 96.71 98.98 98.99 98.98
  Mus-Musculus 93.78 93.68 93.78 95.79 95.96 95.79
  C.elegans 85.03 86.03 85.03 81.63 84.48 81.63
C5.0 Rattus norvegicus 99.46 99.46 99.46 99.45 99.45 99.45
  Mus-Musculus 99.34 99.34 99.34 99.22 99.22 99.22
  C.elegans 96.92 97.00 96.92 95.72 95.89 95.72
KNN Rattus norvegicus 96.66 96.56 96.67 99.58 99.58 99.58
  Mus-Musculus 95.45 95.31 95.45 98.18 98.20 98.18
  C.elegans 91.38 91.45 91.37 90.52 91.34 90.52
NB Rattus norvegicus 64.42 44.95 64.42 77.33 71.09 77.33
  Mus-Musculus 60.78 36.47 60.78 76.14 70.10 76.15
  C.elegans 57.96 35.03 57.96 70.69 68.43 70.69