Table 3.

Prediction evaluation results (F1 score)

Model	F1 (threshold=0)	F1 (threshold= ±10)	F1 (threshold= ±15)	F1 (threshold= ±20)
Baseline [8]	0.784	0.856	0.871	0.877
Logistic regression	0.844	0.908	0.912	0.923
Support vector machine	0.84	0.909	0.915	0.917
Random forest	0.86	0.934	0.939	0.944
Extremely randomized trees	0.865	0.933	0.948	0.954

Italicized values are the best performance for each experiment