Figure 4. The scaled partial Area Under the Curve (pAUC) for each algorithm on each feature vector.

The differences in scaled pAUC comes more from differences in feature vectors than differences in classification algorithms. The scaled pAUC of the simpler classification algorithms in the developed feature vectors are larger than that of the more complex classifiers on the original features in the unnormalized feature vector.