Table 4.

Diagnostic group classification results with confusion matrices for the Clinical vs Control classification model and the BD vs. Sz/Sza classification model. Note: The precision and recall statistics reported here are a weighted average of the precision and recall for each class in the binary classification problem to account for class imbalance.

Clinical vs. Control
Cross Validation				Out-of-Sample
	Clin. Predicted	Cont. Predicted			Clin. Predicted	Cont. Predicted
Clin. True	193	3		Clin. True	84	1
Cont. True	3	8		Cont. True	2	9
Precision = 0.971, Recall = 0.971 F1 = 0.971, AUC = 0.856				Precision = 0.968, Recall = 0.969 F1 = 0.968, AUC = 0.903
BPD vs Sz/Sza
Cross Validation				Out-of-Sample
	BPD Predicted		Sz/Sza Predicted		BPD Predicted	Sz/Sza Predicted
BPD True	74		24	BPD True	26	16
Sz/Sza True	29		69	Sz/Sza True	12	31
Precision = 0.730, Recall = 0.730 F1 = 0.729, AUC = 0.730				Precision = 0.672, Recall = 0.671 F1 = 0.670, AUC = 0.670