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Fig. 7 | BMC Medical Informatics and Decision Making

Fig. 7

From: A comprehensive tool for creating and evaluating privacy-preserving biomedical prediction models

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

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