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Table 4 Comparison of BOW and NN model predictions

From: Predicting instances of pathway ontology classes for pathway integration

Model

Precision (ppm)

Recall (rpp)

Yield

BOW

0.49

0.42

0.50

NN

0.39

0.78

0.80

  1. Precision and recall are calculated from a 5% sample of Reactome pathways; yield is calculated over all Reactome pathways