. Author manuscript; available in PMC: 2017 Nov 25.

Published in final edited form as: Phys Med Biol. 2017 Jan 11;62(5):1791–1809. doi: 10.1088/1361-6560/aa58c3

Table 3.

Comparison of precision(%) and recall (%) for three classification models— Naïve Bayes, linear discriminant and Adaboost, with oversampling parameter 500.

Label	Naïve Bayes		Linear discriminant		Adaboost
Label	Precision	Recall	Precision	Recall	Precision	Recall
NBS	98.98	94.34	98.65	99.25	98.09	99.84
BS	55.94	88.10	90.00	83.33	97.56	76.19