Table 7.
The models of naive Bayes, C4.5 decision tree, and Logistic regression for differentiating schizophrenia patients from matched healthy individuals using G72 protein.
Model | AUC | Sensitivity | Specificity | Number of factors |
---|---|---|---|---|
(16) Naive Bayes with G72 protein | 0.9396 | 0.7914 | 0.9660 | 1 |
(17) C4.5 decision tree with G72 protein | 0.8510 | 0.7871 | 0.9152 | 1 |
(18) Logistic regression with G72 protein | 0.9099 | 0.8483 | 0.9072 | 1 |