A Correlative Classification Study of Schizophrenic Patients with Results of Clinical Evaluation and Structural Magnetic Resonance Images

Table 2

Percentage of accuracy test results with five sets of training data and testing data at various proportions. An average was taken from the five tests. The maximum degree of recognition was 91.575%.

	Test 1	Test 2	Test 3	Test 4	Test 5	Avg
Training data: 90%; Testing data: 10%	90.625	90.775	91.425	91.575	89.875	90.855
Training data: 80%; Testing data: 20%	90.15	89.858	89.925	89.442	89.767	89.828
Training data: 70%; Testing data: 30%	87.861	87.633	88.35	87.878	88.106	87.966
Training data: 60%; Testing data: 40%	85.992	85.754	85.612	85.912	85.342	85.722
Training data: 50%; Testing data: 50%	83.079	83.291	83.291	83.185	82.794	83.128