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

Table 5

Ensemble classification validation measures for masses/nonmasses using GLCM features.

Iterations	1	2	3	4	5	6	7
Majority Voting	0.9877	0.9789	0.9822	0.9789	0.9733	0.9877	0.9789	0.9811  0.005
Maximum	0.9732	0.9732	0.9732	0.9732	0.9732	0.9732	0.9732	0.9618  0.108
Sum	0.9877	0.9789	0.9822	0.9789	0.9733	0.9877	0.9789	0.9811  0.005
Minimum	0.9698	0.9610	0.9643	0.9559	0.9425	0.9602	0.9469	0.9572  0.010
Average	0.9877	0.9789	0.9822	0.9789	0.9733	0.9877	0.9789	0.9811  0.005
Product	0.9798	0.9510	0.9643	0.9569	0.9425	0.9612	0.9469	0.9575  0.0125
Bayes	0.9698	0.9510	0.9822	0.9704	0.9376	0.9644	0.9469	0.9603  0.016
Decision Template	0.9877	0.9789	0.9822	0.9789	0.9733	0.9877	0.9789	0.9811  0.005
Dempster–Shafer	0.9877	0.9789	0.9822	0.9789	0.9733	0.9877	0.9789	0.9811  0.005