Automated Segmentation and Object Classification of CT Images: Application to In Vivo Molecular Imaging of Avian Embryos

Table 3

Classification accuracy of the SVM on the test data from Group 2 eggs.

Classes	True positive rate	False positive rate	Precision	Recall	F-measure	ROC-area
Humerus	0.875	0.000	1.000	0.875	0.933	0.966
Radius	0.938	0.002	0.882	0.938	0.909	0.999
Ulna	0.864	0.002	0.905	0.864	0.884	0.999
Carpometacarpus	0.875	0.000	1.000	0.875	0.933	0.965
Femur	0.958	0.000	1.000	0.958	0.979	0.975
Tibiotarsus	0.875	0.000	1.000	0.875	0.933	0.978
Tarsometatarsus	0.905	0.001	0.950	0.905	0.927	0.980
Not of interest (NOI)	0.999	0.077	0.989	0.999	0.994	0.989
Weighted avg.	0.986	0.068	0.986	0.986	0.988	0.989