A representation and deep learning model for annotating ubiquitylation sentences stating E3 ligase - substrate interaction

Table 2 Performances of machine learning based models on training data

Classifier	Precision	Recall	F1	Accuracy	ROC_AUC
SVM	0.67	0.89	0.76	0.80	0.88
Logistic regression	0.68	0.86	0.75	0.79	0.88
Random forest	0.75	0.72	0.73	0.81	0.89
Neural networks	0.74	0.74	0.74	0.82	0.89

ISSN: 1471-2105