Part A shows various ROC curves on the test set for various training set sizes. The dashed line is the ROC curve of the average crowd rating for all slices. Part B shows the distribution of the XGBoost probability scores on all Braindr slices. Part C shows the feature importance for each anonymized user, and part D shows the relationship between rater importance and total number of ratings in the gold standard dataset.