Table 2.

Comparison of Accuracy, Area Under Curve and Training Time for different classifiers.

Model	Accuracy	AUC	Training Time
Complex Tree	88.8%	0.90	2.88 s
Simple Tree	86.2%	0.89	0.56 s
Linear Discriminant	73.3%	0.84	1.14 s
Quadratic Discriminant	77.6%	0.85	0.74 s
Logistic Regression	86.2%	0.89	2.72 s
Linear SVM	92.2%	0.98	1.41 s
Boosted Trees	78.4%	0.78	4.69 s
Bagged Trees	87.9%	0.96	4.32 s
Subspace Discriminant	85.3%	0.96	4.66 s
Subspace Trees	77.6%	0.86	4.96 s