Table 5 Top-30 drug-wise imputation precision at different percentiles of drug frequencies.

From: Modeling electronic health record data using an end-to-end knowledge-graph-informed topic model

Model

Percentile of frequencies

 

20–40

40–60

60–80

80–100

Ave.

ETM

0.0039

0.0188

0.0479

0.3847

0.3058

GETM

0.0213

0.0542

0.0934

0.4352

0.3597

GAT-ETM

0.0345

0.0841

0.1239

0.4583

0.3815

  1. The best score for each metric are in [bold].
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