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. 2017 Jul 26;2017:48–57.

Table 3.

Performance of classifiers trained with noisy labeled training data

Cases Cont. Acc. Recall PPV Acc. Recall PPV
Myocardial Infarction (MI) Type 2 Diabetes Mellitus (T2DM)
XPRESS 2 750 750 0.86 0.89 0.84 0.88 0.89 0.87
APHRODITE 750 750 0.9 0.92 0.89 0.89 0.92 0.87
APHRODITE 1,500 1,500 0.9 0.93 0.9 0.91 0.93 0.88
APHRODITE 10,000 10,000 0.91 0.93 0.91 0.92 0.94 0.89