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Table 7 Crohn dataset average ROC AUROC scores with an importance cutoff of 1

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

Model

AUROC

Medical-context vector space features

word2vec features

Logistic regression

0.79**

0.68

Random forest

0.80***

0.60

Support vector machine

0.79***

0.68

  1. ***p < 0.001, **p < 0.01, *p < 0.05