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

Table 1

The basic information of the datasets.

Index	Datasets	#data	#features	#SV	Accuracy	AUC
1	Australian	690	14	244	85.8	0.9464
2	Breast	683	10	66	97.36	0.9952
3	Heart	270	13	132	86.67	0.9314
4	Ionosphere	351	34	137	94.59	0.9834
5	Sonar	208	60	159	86.54	0.9353
6	German	1000	24	599	81.2	0.8603
7	Diabetes	768	8	447	78.13	0.8483
8	Splice	1000	60	607	94.3	0.9864