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

Table 4

The performance measures obtained for the four sets.

sOS				DA				CS				DA/CS
AC	SE	SP	AUOC	AC	SE	SP	AUOC	AC	SE	SP	AUOC	AC	SE	SP	AUOC
75	68	78	81	79	84	80	80	92	87	95	91	93	94	97	91
85	69	78	84	69	66	73	82	90	86	89	89	92	92	97	94
75	81	75	75	83	84	82	75	91	88	90	94	89	89	97	93
80	77	80	77	77	80	86	84	86	90	92	92	94	91	96	94
69	68	81	79	78	68	85	78	89	86	89	88	92	92	98	95
77	76	77	74	75	75	83	77	89	88	90	89	91	92	96	98
80	75	83	73	78	82	81	70	87	89	93	93	94	92	95	98
77	80	80	78	76	73	79	88	90	90	91	86	93	88	96	94
81	72	76	81	69	73	83	80	89	90	91	92	94	91	98	97
74	71	77	81	72	76	83	82	85	91	95	92	90	92	99	94
80	72	74	76	77	68	75	79	89	88	93	87	93	92	96	95
77	77	77	77	83	86	77	76	87	90	93	94	91	90	94	94
77	70	78	77	76	70	80	82	89	88	92	86	94	93	97	95
85	84	79	82	72	74	82	74	90	88	90	93	93	90	98	98
77	75	84	73	75	63	86	79	85	86	91	88	89	93	98	94