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. 2021 Oct 27;4:151. doi: 10.1038/s41746-021-00519-z

Fig. 3. Comparison of AUCROCs, AUCPRCs, and F-scores with gold standard labels for adaptive lasso phenotyping algorithms for eight diseases using the main PheCode only (PheCode), all features (FULL), SAFE selected features (SAFE), KESERMGB and KESERINT selected features based on SVD-SPPMI embeddings as well as KESERMGB and KESERINT selected features based on GloVe embeddings.

Fig. 3

F-scores are calculated at the cutoff points with the estimated prevalence equal to the population prevalence. The bootstrap based 95% confidence intervals (bars) are shown.