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Table 3 Performance of classifiers for independent test

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

Classifier

Precision

Recall

F1-score

Accuracy

Direction

 Left2right

0.64

0.60

0.62

0.60

 Right2left

0.64

0.58

0.61

0.59

Effect type

 Activation

0.91

0.71

0.79

0.69

 Inhibition

0.29

0.49

0.37

0.69