Table 3.

Performance of SVM and classification trees.

Classifier	Class Distribution	Min	Median	Mean	Max	Standard deviation
SVM	Uneven, all samples Even, subsampled	0.003 0.003	0.005 0.02	0.006 0.02	0.01 0.03	0.002 0.008
CART	Uneven, all samples Even, subsampled	0.004 0	0.005 0.016	0.008 0.02	0.016 0.04	0.002 0.013

Values shown are classification errors computed as the average ratio of incorrectly classified test samples to the total number of test samples per replicate. We report results both including the entire dataset and results from 10 replicates of subsampling to ensure an even class distribution.