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Table 5 Diabetes dataset average ROC AUROC scores with an importance cutoff of 10

From: Leveraging medical context to recommend semantically similar terms for chart reviews

Model

AUROC

Medical-context vector space features

word2vec features

Logistic regression

0.80*

0.58

Random forest

0.68*

0.54

Support vector machine

0.78*

0.57

  1. *p < 0.05