precision recall f1-score support B cell 0.96 0.98 0.97 5679 CD1c-positive myeloid dendritic cell 0.83 0.91 0.87 4704 CD4-positive, alpha-beta T cell 0.90 0.95 0.92 12405 CD8-positive, alpha-beta T cell 0.88 0.94 0.91 17046 T cell 0.86 0.93 0.89 586 acinar cell 0.80 0.93 0.86 270 alveolar adventitial fibroblast 0.89 0.94 0.92 3489 alveolar macrophage 0.92 0.95 0.93 41444 alveolar type 1 fibroblast cell 0.92 0.95 0.93 5749 bronchial goblet cell 0.81 0.84 0.82 339 bronchus fibroblast of lung 0.68 0.80 0.73 1313 brush cell of tracheobronchial tree 0.63 0.89 0.74 96 capillary endothelial cell 0.91 0.96 0.93 9687 classical monocyte 0.87 0.93 0.90 9747 club cell 0.87 0.90 0.89 7555 conventional dendritic cell 0.81 0.97 0.89 217 dendritic cell 0.89 0.95 0.92 354 elicited macrophage 0.77 0.85 0.81 13237 endothelial cell of lymphatic vessel 0.88 0.96 0.92 1960 epithelial cell of lower respiratory tract 0.78 0.93 0.85 1669 fibroblast 0.76 0.85 0.80 164 hematopoietic stem cell 0.75 1.00 0.86 9 ionocyte 0.93 0.97 0.95 270 lung macrophage 0.79 0.84 0.81 1248 lung pericyte 0.90 0.94 0.92 1752 mast cell 0.99 0.99 0.99 3198 mesothelial cell 0.86 0.99 0.92 339 mucus secreting cell 0.88 0.97 0.92 214 multiciliated columnar cell of tracheobronchial tree 0.97 0.98 0.98 16961 multiciliated epithelial cell 0.91 0.95 0.93 1113 myofibroblast cell 0.76 0.86 0.81 289 nasal mucosa goblet cell 0.89 0.93 0.91 10854 natural killer cell 0.93 0.97 0.95 7266 non-classical monocyte 0.89 0.91 0.90 3939 plasma cell 0.98 0.98 0.98 4967 plasmacytoid dendritic cell 0.95 0.98 0.97 553 pulmonary alveolar epithelial cell 0.70 0.75 0.73 272 pulmonary alveolar type 1 cell 0.94 0.97 0.95 4846 pulmonary alveolar type 2 cell 0.97 0.98 0.98 23507 pulmonary artery endothelial cell 0.91 0.95 0.93 2209 pulmonary neuroendocrine cell 0.92 0.94 0.93 49 respiratory basal cell 0.90 0.95 0.93 17856 respiratory tract hillock cell 0.86 0.86 0.86 835 serous secreting cell 0.85 0.93 0.89 376 smooth muscle cell 0.65 0.85 0.74 268 stromal cell 0.71 0.82 0.76 83 tracheobronchial goblet cell 0.81 0.88 0.84 178 tracheobronchial serous cell 0.88 0.90 0.89 416 tracheobronchial smooth muscle cell 0.82 0.90 0.86 2501 unknown 0.87 0.76 0.81 93497 vein endothelial cell 0.88 0.94 0.91 4793 accuracy 0.89 342368 macro avg 0.86 0.92 0.89 342368 weighted avg 0.89 0.89 0.89 342368