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Table 2 Performance of classifiers for 10-fold cross validation

From: Annotating activation/inhibition relationships to protein-protein interactions using gene ontology relations

Classifier

Precision

Recall

F1-score

Accuracy

Direction

 Left2right

0.894 ± 0.025

0.890 ± 0.029

0.892 ± 0.027

0.892 ± 0.027

 Right2left

0.893 ± 0.029

0.892 ± 0.023

0.892 ± 0.025

0.892 ± 0.026

Effect type

 Activation

0.923 ± 0.031

0.902 ± 0.059

0.912 ± 0.040

0.881 ± 0.050

 Inhibition

0.791 ± 0.103

0.819 ± 0.088

0.800 ± 0.077

0.876 ± 0.052

  1. The performance is shown as mean ± standard deviation