Cross-Validation, Bootstrap, and Support Vector Machines

Table 2

Error rates for liver disease data.

Model	Training sample		Test sample
	Apparent error	Leaving-one-out; CV error
SVM	0.085	0.209	0.292
Fisher's linear discriminant
	0.366	0.360	0.340
Multinomial logistic discriminant
	0.229	0.196	0.323