Fig. 4
From: Evaluation of deep learning-based feature selection for single-cell RNA sequencing data analysis
Impact of the number of imbalance ratios on selected genes for cell type classification. a F1 scores from KNN classification of minor cell types on datasets with imbalance ratios of number of cells from major and minor cell type set as 2:1, 4:1, and 10:1, and numbers of cell types set as 10 and 20. Each setting was repeated 10 times by random sampling from Tabula Muris atlas for evaluating variability in performance. b Performance breakdown of a to sensitivity and specificity. F1 scores are included for reference