Research Article

[Retracted] A Machine Vision Approach for Classification of Skin Cancer Using Hybrid Texture Features

Table 4

Overall accuracy result of three MV classifiers.

ClassifiersNBBNLMT treeMLP

False positive0.0350.0200.0100.007
True positive0.8600.9210.9600.971
Kappa static0.82460.960.94960.9642
M.A.E0.06480.0370.02020.0162
R.O.C area0.9950.9980.9880.995
Time second0.050.850.476.6
Instances total3000300030003000
Miss classifiers rate14.03337.86604.03332.8667
O.A (%) results85.966792.133395.966797.1333