Fig. 7.

Automated dimensionality reduction performed by ARX starting from k=15 when anonymizing the acute inflammation dataset. For larger values of k, ARX performs automated dimensionality reduction during data anonymization. By comparing the results with the ROC curves in Fig. 6 it can be seen that the removal of three out of six feature variables had only a minor impact on prediction performance