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

Table 11

The value in ANOVA of the Accuracy.

Datasets	k	ɛ	Similarity	k  ɛ	k  Similarity	ɛ  Similarity
Australian	0.0091	0.0012	0.0016	0.3332	0.1118	0.3509
Breast	0.0260	0.0018	0.0000	0.0175	0.0310	0.1785
Heart	0.0068	0.0000	0.0000	0.1048	0.0459	0.0005
Ionosphere	0.4483	0.0000	0.0019	0.2961	0.9428	0.2353
Sonar	0.2611	0.0000	0.0000	0.2794	0.2078	0.2477
German	0.0764	0.0001	0.0001	0.0623	0.0758	0.0534
Diabetes	0.0177	0.0020	0.0002	0.6524	0.6296	0.8198
Splice	0.0435	0.0000	0.0000	0.4239	0.0996	0.0013