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

Table 3

Overall performances of the proposed methods for the balanced dataset.

Classifier	Sensitivity (%)	Specificity (%)	Accuracy (%)	Positive predictive value (%)	F1-score (%)
GoogLeNet	92.15	96.42	94.28	96.26	94.16
SVM	98.33	98.27	98.30	98.27	98.30
KNN	97.29	97.27	97.28	97.27	97.28
DT	97.51	97.21	97.36	97.22	97.36
LDA	98.53	98.07	98.29	98.08	98.30