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. Author manuscript; available in PMC: 2020 Nov 1.
Published in final edited form as: IEEE J Biomed Health Inform. 2019 Apr 26;23(6):2294–2301. doi: 10.1109/JBHI.2019.2913590

TABLE I.

Performance Characteristics for High- and Low-Quality Data

Data High Quality Low Quality
Model LR SL SG RF LR SL SG RF
ACC 0.80 0.80 0.68 0.70 0.57 0.53 0.76 0.67
AUC 0.75 0.78 0.72 0.74 0.43 0.36 0.55 0.49
SEN 0.54 0.62 1.00 0.15 0.69 0.69 1.00 0.88
SPE 0.93 0.89 0.00 0.96 0.20 0.00 0.00 0.00