. Author manuscript; available in PMC: 2021 Jul 1.

Published in final edited form as: Artif Intell Med. 2020 Jun 1;107:101885. doi: 10.1016/j.artmed.2020.101885

Table 5:

Classification performance for breast lesion characterization using Bag of Keypoints classification on ROIs

Method	ROI Side	TPR (%)	TNR (%)	ACC (%)	AUC (%)
Bag of Keypoints	72	100	71.3	86.7	99.8
	64	77.3	100	88.5	99.6
	60	92.7	48.3	69.6	85.8
	48	100	98.3	99.1	100
	Mean±Std	92.5±10.7	79.5±24.6	86.0±12.2	96.3±7.0