Detection for melanoma skin cancer through ACCF, BPPF, and CLF techniques with machine learning approach

BMC Bioinformatics

Table 3 Kappa, F1 Score, MCC, and performance of classifiers

S. No.	Ensemble classifier	Kappa statistic	F-measure	MCC	Time taken to build model
1	Bagging with auto color correlogram filter	0.70	0.84	0.73	2.80
2	Attribute selected classifier with auto color correlogram filter	0.66	0.80	0.79	4.19
3	Bagging with binary patterns pyramid filter	0.71	0.84	0.74	1.00
4	Attribute selected classifier with binary patterns pyramid filter	0.79	0.90	0.71	17.95
5	Bagging with color layout filter	0.72	0.85	0.74	27.17
6	Attribute selected classifier with color layout filter	0.80	0.91	0.82	16.97

ISSN: 1471-2105