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. 2013 Jul 22;8(7):e66279. doi: 10.1371/journal.pone.0066279

Table 1. Mean cross-validated test set accuracy (standard error) of 8-mer classifiers.

Classifier Sensitivity (%) Specificity (%) False positive rate Balanced accuracy (%)
SVM 97.5 98.9 0.011 98.2
(linear) (2.5)a (0.1) (0.001) (1.2)
SVM 100 97.5 0.0247 98.8
(RBF) (0) (0.36) (0.0036) (0.18)
Decision 61.5 99.7 0.0034 83.9
tree (1.9) (0.05) (0.0005) (0.97)