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) |