Table 3.

Classification accuracy using EMI-based feature selection for HAM10000 dataset.

Classifiers	Performance Measures
	Accuracy (%)	Precision (%)	FDR (%)	Time (s)
MC-SVM	85.00	84.62	15.38	174.5506
F-KNN	80.96	80.46	19.54	166.1056
DT	80.20	80.02	19.98	186.5092
Naïve Bayes	82.13	81.98	18.02	201.1136
EBT	83.86	83.40	16.60	103.0542
ELM	84.90	84.74	15.26	90.3560