Using Convolutional Neural Network with Cheat Sheet and Data Augmentation to Detect Breast Cancer in Mammograms

Table 5

Statistical summary for the classification performance.

Set		AC	SE	SP	AUOC
OS	Average	77.9	74.3	78.5	77.9
	StDev.	4.1	4.9	2.8	3.4
DA	Average	75.9	74.8	81	79.1
	StDev.	4.2	7.1	3.8	4.4
CS	Average	88.5	88.3	91.6	90.3
	StDev.	2.1	1.6	1.9	2.8
DA/CS	Average	92.1	91.4	96.8	94.9
	StDev.	1.8	1.6	1.3	2.0