Figure 9.

The one-class SVM classifier performed worse than the logistic regression classifier on the entire genome. The classifier was trained on ∼1000 variants from chromosome 1 using a 5-mer M+I feature set. The $\overline{AUC}$ score from the chromosomes not used for training is shown on the figure.