Disease risk analysis for schizophrenia patients by an automatic AHP framework

Table 5 Performance comparison of the AutoAHP framework against baseline methods

Method	AUC	Accuracy	Precision	Recall	F1
SVM	0.480	0.589	0.619	0.589	0.602
kNN	0.537	0.727	0.639	0.727	0.657
SGD	0.564	0.722	0.686	0.722	0.697
Logistic Regression	0.722	0.758	0.719	0.758	0.700
Naive Bayes	0.712	0.763	0.732	0.763	0.728
Neural Network	0.900	0.881	0.878	0.881	0.879
Random Forest	0.945	0.921	0.919	0.921	0.919
AutoAHP	0.954	0.924	0.923	0.924	0.923

ISSN: 1472-6947