Fig. 6: Model performance of LR classifier by ethnicity with and without feature selection. | npj Women's Health

Fig. 6: Model performance of LR classifier by ethnicity with and without feature selection.

From: Population-level predictive variation in machine learning diagnosis of symptomatic bacterial vaginosis

Fig. 6

Conducted 10 stratified train-test runs (with nested grid search cross validation in each run). a–d Boxplots showing the median, upper quartile, lower quartile, and outliers of balanced accuracy, area under precision-recall curve (AUPRC), false positive rate (FPR), and false negative rate (FNR).

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