An Efficient PCA-GA-HKSVM-Based Disease Diagnostic Assistant

Table 1

Results of hyperparameter optimization.

Dataset	Crossvalidation accuracy
Respiratory diseases	96.31%	0.2208	0.3938	0.3855	0.2275
Nephritis	100%	0.3950	0.4253	0.1797	0.1615
Acute bladder inflammation	98.97%	0.4117	0.4579	0.1304	0.7639
Breast cancer	94.94%	1	0	0	1
Chronic kidney disease	95.94%	1	0	0	1
Lymphography	86.44%	0.8635	0.1365	1.3878e-17	0.4877
Heart disease	80.97%	0.949	0.0075	0.0075	1.00