. Author manuscript; available in PMC: 2015 Apr 1.

Published in final edited form as: IEEE J Biomed Health Inform. 2014 Jun 4;19(2):648–659. doi: 10.1109/JBHI.2014.2328870

TABLE III.

AUC Values for SVM Classification of Juxta-pleural INCs

Features	AUC mean	AUC stdev
Geometric Features	0.8907	0.0099
Intensity Features	0.9031	0.0091
Gradient Features	0.9659	0.0050
Hessian Features	0.8225	0.0153
Gradient + Geometric Features	0.9651	0.0064
Gradient + Intensity Features	0.9703	0.0050
Gradient + Hessian Features	0.9621	0.0060
Gradient + Intensity + Geometric	0.9685	0.0065
Gradient + Intensity + Hessian	0.9677	0.0055
All Features	0.9684	0.0058