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