Table 7.

Results of Scenario1 and Scenario2 for the breast cancer classification task on dataset ICIAR2018.

Method	Class	Precision (%)	Recall (%)	F1-Score (%)	Support	Accuracy (%)	Sensitivity (%)	Specificity (%)
Scenario1 with Xception	invasive	79.4	74.04	76.63	5093	82.48	74.04	85.77
	in situ	84.67	82.35	83.49	5098
	benign	82.12	88.08	85	5085
	normal	85	86.9	85.94	5089
	macro-avg	82.7975	82.8425	82.765	20365
	weighted-avg	82.798	82.840	82.764	20365
Scenario2 with Xception	invasive	98.88	98.55	98.72	5093	99	98.55	99.14
	in situ	99.6	98.56	99.08	5098
	benign	98.06	99.6	98.83	5085
	normal	99.47	99.27	99.37	5089
	macro-avg	99.003	98.995	99	20365
	weighted-avg	99.003	98.995	99.000	20365