Table 3. The performance of classification of patients with schizophrenia and healthy controls from structural MRI scans.
Classifier | Balanced accuracy (%) | Sensitivity (%) | Specificity (%) | Error rate (%) |
---|---|---|---|---|
SVM Linear | 68.10 ± 9.39 | 77.34 ± 12.3 | 58.87 ± 17.26 | 29.82 ± 8.99 |
DBN-DNN | 73.55 ± 6.84 | 76.37 ± 0.090 | 70.74 ± 12.17 | 26.14 ± 6.48 |
Boldface type represents the better performance scores.