Skin Cancer Detection Using Kernel Fuzzy C-Means and Improved Neural Network Optimization Algorithm

Table 5

The performance comparison between the suggested method and the analyzed methods.

Method	MCC (%)	SP (%)	PPV (%)	NPV (%)	F1-score (%)
The proposed method	92.35	88.67	81.43	92.66	81.69
Astorino’s method [5]	72.29	87.49	81.37	86.72	69.29
Hassan’s method [6]	75.46	80.76	69.35	85.87	63.49
Barros’s method [7]	83.65	60.34	68.37	83.98	70.81
Santos’s method [8]	85.74	60.41	71.95	86.69	76.76
Wang’s method [9]	88.67	80.77	74.49	83.71	82.92