Identification of a Kinase Profile that Predicts Chromosome Damage Induced by Small Molecule Kinase Inhibitors
Figure 2
Receiver operating characteristic (ROC) curves for cross-validated assessment of final model performance.
Shown are ROC curves for each of the 50 splits of 10-fold cross validation (grey) and overall average ROC curve (red), based on SVM predictions. AUC performance ranged from 0.81 to 0.89 across the 50 splits with an average AUC of 0.84+/−0.021.