Diagnosis of Alzheimer’s Disease Based on Structural MRI Images Using a Regularized Extreme Learning Machine and PCA Features

Table 5

Performance of binary classification with feature selection.

CV method	Classifier	Performance metrics
		ACC (%)	SEN (%)	SPEC (%)
10-fold CV	SVM	75.33	77.51	61.20
	IVM	60.20	62.50	81.10
	RELM	76.61 ()	61.70	90.63
LOO CV	SVM	80.32	83.37	78.82
	IVM	74.47	87.10	64.56
	RELM	77.88 ()	68.85	83.54