Fig. 3: Ethnicity-specific training of the best overall model (SVM).
From: Ethnic disparity in diagnosing asymptomatic bacterial vaginosis using machine learning
Data was collected using 10 runs of 5-fold cross-validation. a Precision-recall curves for each model trained. b, d The balanced accuracy (b) and average precision (d) of each training as an average of the 50 runs. Bold means the highest performance among methods (columns), and underline means the highest performance among ethnicities (rows). c, e Boxplots showing the median, upper quartile and lower quartile of the balanced accuracy (c) and average precision (e). Outliers are excluded. Values for boxplots are available in Supplementary Tables 4 and 5.
