Forecasting violent behaviors for schizophrenic outpatients using their disease insights: Development of a binary logistic regression model and a support model

The predictive value of patients and insight ratings for episodes of violent behavior were studied. The support vector machine (SVM) developed can forecast the presence of violent behavior of schizophrenia patients in Taiwan.