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Table 4 Comparing multiple representations of clinical measurements.

From: Predictive modeling of structured electronic health records for adverse drug event detection

 

Accuracy (rank)

AUC (rank)

Mean

80.75 (2.96)

0.635 (2.74)

SD

80.23 (3.44)

0.535 (5.33)

Slope

80.54 (3.33)

0.612 (3.52)

Existence

79.25 (4.48)

0.604 (4.26)

Count

80.54 (3.63)

0.633 (2.96)

All

81.41 (2.74)

0.655 (2.19)

P-value

0.01

<0.0001