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. Author manuscript; available in PMC: 2017 Dec 14.
Published in final edited form as: Comput Biol Med. 2015 Sep 8;66:120–134. doi: 10.1016/j.compbiomed.2015.08.012

Table 12.

Summary of Data Mining Classification Accuracy for the generalized PD model using patient 162 as the unseen test patient

TP Rate FP Rate Precision Recall F-Measure ROC Area Class
53.2% 0.0% 100.0% 53.2% 69.5% 83.1% Off_Med
100.0% 46.8% 70.5% 100.0% 82.7% 83.1% PD_on
Weighted Average 77.9% 24.7% 84.4% 77.9% 76.5% 83.1%