Table 4.

Proportion of the Random Permutations that Gave as Small 0.632+ Bootstrap Cross-Validated Misclassification Rate as Could Be Obtained with the True Class Labels (Stage Ia vs More Advanced (Ib-IV) Stage Tumors)

classifier	average cross-validated misclassification rate	permutation P value
Compound Covariate Predictor	0.23	0.021
Diagonal Linear Discriminant Analysis	0.23	0.034
1-Nearest Neighbor Predictor	0.15	0.003
3-Nearest Neighbor Predictor	0.15	0.006
Nearest Centroid Predictor	0.21	0.009
Support Vector Machine Predictor	0.20	0.114