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Table 8 Results for Classifier trained on Caenorhabditis elegans 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 81.24 76.99 81.24 99.05 99.05 99.05
  Mus-Musculus 82.57 78.98 82.57 98.23 98.25 98.23
  A.thaliana 81.28 77.04 81.28 97.93 97.95 97.93
C5.0 Rattus norvegicus 95.56 95.37 95.56 97.87 97.83 97.87
  Mus-Musculus 95.07 94.82 95.07 98.48 98.46 98.48
  A.thaliana 94.77 94.49 94.77 98.68 98.66 98.68
KNN Rattus norvegicus 93.94 93.56 93.94 99.08 99.08 99.08
  Mus-Musculus 93.45 93.02 93.45 98.53 98.52 98.53
  A.thaliana 93.29 92.87 93.29 98.29 98.29 98.29
NB Rattus norvegicus 65.38 47.24 65.38 74.37 65.78 74.37
  Mus-Musculus 62.56 40.95 62.56 71.66 61.22 71.66
  A.thaliana 62.62 40.82 62.62 72.99 64.02 72.99