How to determine texture of a skin lesion?

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I have used a gray scale image without segmentation and with segmentation and got different result of 'contrast', 'energy','homogeneity', and 'correlation'. I used this code:
glcms = graycomatrix(t1) %t1 is a gray image
stats = graycoprops(glcms,'contrast','energy')
stats2=graycoprops(glcms,'homogeneity','correlation')
The images are:
How can I know which image will give accurate answer?

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