Research Article
Cross-Validation, Bootstrap, and Support Vector Machines
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 |
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