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