SchizoGoogLeNet: The GoogLeNet-Based Deep Feature Extraction Design for Automatic Detection of Schizophrenia

Table 5

AUC values for the proposed SZ detection models.

Models	Balanced dataset	Unbalanced dataset
	Area under curve (AUC) values	Area under curve (AUC) values
GoogLeNet	0.9884	0.9923
SVM	0.9973	0.9984
KNN	0.9728	0.9795
DT	0.9815	0.9874
LDA	0.9973	0.9984