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. 2017 Apr 20;8:16. doi: 10.1186/s13326-017-0125-1

Table 8.

Results of the 10-fold cross-validation of our Graph Kernel/SVM model

F-measure Avg. F-measure AUC-ROC
Balanced 0.770 0.761 0.840
Unbalanced 0.746 0.807 0.905

Models are trained with 91 positive and 91 negative examples for the Balanced model and 91 and 182 for the Unbalanced