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Table 4 Classification using the substructure method

From: Novel topological descriptors for analyzing biological networks

Classifier

Attributes

Acc.

Sens.

Spec.

Prec.

F-Measure

Random Forest

Best 20

64.2

63.3

65.3

69.0

66.0

   SVM

Best 20

64.3

70.7

56.6

66.5

68.5

  1. Here the results of the graph classification using RF and SVM are shown. To represent the underlying graphs, we chose the explained substructure method.