Table 1:
Error rates for mackerel-egg survey data.
Model
Apparent error rate
Leaving-one-out CV error rate
SVM
0.159
0.167
GAM
0.158
0.175
Neural network with three hidden units
0.153
0.181
Fisher's linear discriminant
0.180
0.185
Logistic discriminant
0.192
0.196