Table 7.

Results of classification incorporating Xception deep features applied on the ISIC 2018 dataset.

Classifiers	Accuracy (%)	Recall (%)	Precision (%)	F1 Score	FNR	Time (sec)
Narrow NN	88.3	79.75	81.41	80.56	20.25	234.02
Medium NN	89.5	82.22	82.88	82.54	17.78	100.79
Wide NN	89.5	81.47	83.42	82.42	18.53	145.46
Bilayered NN	88.4	79.65	79.91	79.76	20.53	455.59
Quadratic SVM	91.5	82.58	88.6	85.48	17.42	432.8
Cubic SVM	91.5	82.5	88.51	85.38	17.5	490.1
Coarse Gaussian SVM	89.6	72.65	89.05	79.9	27.35	561.13
Fine KNN	87.8	81.71	79.27	80.46	18.29	175.58
Ensemble Bagged Tree	89.9	77.4	87.95	82.36	22.6	83.58
Fine Tree	83.4	64.55	71.44	67.82	35.45	31.110

Bold show the significant value.