G4Boost: a machine learning-based tool for quadruplex identification and stability prediction

BMC Bioinformatics

Table 3 Performance comparison of G4Boost against other G4 prediction tools

	Accuracy	Balanced accuracy	Recall	Precision	F1-score
G4Boost	0.936	0.736	0.972	0.959	0.97
DeepG4	0.474	0.563	0.458	0.943	0.62
G4RNA Screener	0.705	0.764	0.694	0.980	0.81
Quadron	0.321	0.632	0.264	1.000	0.42

The comparison is based on the G4 sequences collected from X-ray crystallography experiments, with lengths shorter than 100 bp

ISSN: 1471-2105