Fig. 4. Comparison of LIME positive features and features with an importance ratio of over 2. The Venn diagrams show the number of features in each result and the intersection includes those features that are not only LIME positive but also have an importance ratio of over 2 (A) for anaphylaxis and (B) for agranulocytosis.

GORD = gastro-esophageal reflux disease, LIME = Local interpretable Model-agnostic Explanation.