Thermography as an Economical Alternative Modality to Mammography for Early Detection of Breast Cancer

Table 4

Results of classification of benign/malignant cases using Gabor features and SVM classifier.

Iterations	Sensitivity	Specificity	Accuracy (%)	Error rate (%)	Precision	MCC	F-score
1	1	1	100	0	1	1	1
2	1	0.875	93.75	6.25	0.8889	0.875	0.9412
3	1	0.75	87.50	0.125	0.8	0.75	0.889
4	1	0.75	87.50	0.125	0.8	0.75	0.889
5	1	0.875	93.75	6.25	0.8889	0.875	0.9412
6	1	0.875	93.75	6.25	0.8889	0.875	0.9412
Maximum	1	1	100	6.25	1	1	1
Minimum	1	0.75	87.50	0	0.8	0.75	0.889
	1	0.8542	92.7083	3.1667	0.8778	0.8542	0.9336
	0	0.0941	4.7048	3.3779	0.0740	0.0941	0.0414