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. 2018 Apr 23;1:8. doi: 10.1038/s41746-018-0016-6

Fig. 1.

Fig. 1

Receiver-operator characteristic curve for the task of discriminating between Parkinson’s disease (PD) and essential tremor (ET), using all features and with feature ablations. Starting with the classifier using all features (All), ablations removed features of the repetition class (all minus repetition), repetition and motor classes (all minus repetition and motor), and repetition, motor, and risk factors classes (all minus repetition, motor, and risk factors). After each class is removed, the classifier is retrained and AUROC is recomputed. When all three classes are removed, the classifier uses only features from the Symptom class (purple line)