A Computer-Aided Detection System for Digital Chest Radiographs

Table 1

Success rates (as a percentage from 0 to 1) of classification using GDAV, DV, and CV methods, with and without discrimination matrix. The best result for each classifier is marked in bold. In the male/female tests, only those classes are included in the training and testing process.

	Without discr. matrix			With discr. matrix
	Male	Female	All	Male	Female	All
GDAV	0.48	0.65	0.69	0.68	0.74	0.65
DV	0.56	0.69	0.56	0.72	0.74	0.79
CV	0.56	0.61	0.56	0.64	0.87	0.71