Fig. 6

Performance of the classifiers during the rejection experiments. a Percentage of unlabeled cells during the negative control experiment for all the classifiers with a rejection option. The prior-knowledge classifiers could not be tested on all datasets, and this is indicated with a gray box. The species of the dataset is indicated in the gray box on top. Column labels indicate which datasets are used for training and testing. b Percentage of unlabeled cells for all classifiers with a rejection option when a cell population was removed from the training set. Column labels indicate which cell population was removed. This cell population was used as a test set. In both a and b, the classifiers are sorted based on their mean performance across all experiments