Differentially Private Kernel Support Vector Machines Based on the Exponential and Laplace Hybrid Mechanism

Table 12

The value in ANOVA of the AUC.

Datasets	k	ɛ	Similarity	k  ɛ	k  Similarity	ɛ  Similarity
Australian	0.0907	0.0001	0.0024	0.7050	0.9149	0.4190
Breast	0.1373	0.0948	0.0006	0.8017	0.2128	0.2116
Heart	0.8724	0.0000	0.0000	0.4191	0.5577	0.0149
Ionosphere	0.2056	0.0000	0.0001	0.4157	0.2921	0.1523
Sonar	0.4227	0.0000	0.0000	0.0506	0.3228	0.0029
German	0.1455	0.0000	0.0000	0.6436	0.8194	0.1119
Diabetes	0.0004	0.0000	0.0000	0.0304	0.1873	0.0096
Splice	0.0254	0.0000	0.0000	0.1277	0.1423	0.0001