Table 5.

Confusion matrix for PH2 dataset

Confusion Matrix: Proposed features fusion and selection
Class	Tested images	Melanoma	Benign	Caricinoma
Melanoma	20	92.5%	7.5%
Benign	40	2.5%	97.5%
Caricinoma	40			100%
Confusion matrix: Harlick features
Class	Total Images	Melanoma	Benign	Caricinoma
Melanoma	20	57.5%	35%	7.5%
Benign	40	8.8%	68.8%	22.5%
Caricinoma	40	3.8%	13.8%	82.5%
Confusion matrix: HOG features
Class	Total Images	Melanoma	Benign	Caricinoma
Melanoma	20	70%	30%	-
Benign	40	10%	88.8%	1.3%
Caricinoma	40	-	-	100%
Confusion matrix: Color features
Class	Total Images	Melanoma	Benign	Caricinoma
Melanoma	20	95%	5.0%	-
Benign	40	3.8%	95%	1.3%
Caricinoma	40	1.3%	5.0%	93.8%