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

Table 3 Performance of machine learning based models on test results

Classifier	Precision	Recall	Specificity	F1	Accuracy
SVM	0.614	0.870	0.731	0.720	0.777
Logistic regression	0.635	0.826	0.766	0.718	0.786
Random forest	0.719	0.712	0.863	0.715	0.813
Neural networks	0.728	0.703	0.871	0.715	0.815

ISSN: 1471-2105