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