Feature Scaling via Second-Order Cone Programming

Table 1

Statistics for the data sets we deal with.

Data sets	Number of samples	Number of dimensions	Number of classes
Australian	690	14	2
Breast	683	10	2
Diabetes	768	8	2
German	270	13	2
Heat	1000	24	2
Ionosphere	351	34	2
Sonar	208	60	2
Liver	345	6	2