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README.md

@@ -32,365 +32,365 @@ computed on a 10% random subset of the data that was not used for training.
 
 | Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |
 | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
-| B cell | 11660 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |
-| CD4-positive, alpha-beta T cell | 9698 | 0.56 | 0.79 | 0.82 | 0.73 | 0.00 | 0.59 | 0.43 | 0.51 | 0.79 |
-| fibroblast | 8490 | 0.79 | 0.80 | 0.94 | 0.70 | 0.00 | 0.64 | 0.70 | 0.66 | 0.89 |
-| CD8-positive, alpha-beta T cell | 7669 | 0.73 | 0.78 | 0.81 | 0.74 | 0.00 | 0.74 | 0.58 | 0.61 | 0.80 |
-| neutrophil | 6857 | 0.95 | 0.97 | 0.97 | 0.97 | 0.00 | 0.94 | 0.95 | 0.93 | 0.98 |
-| macrophage | 6769 | 0.79 | 0.84 | 0.93 | 0.81 | 0.00 | 0.74 | 0.74 | 0.70 | 0.89 |
-| stromal cell of ovary | 3561 | 0.95 | 0.94 | 0.91 | 0.68 | 0.00 | 0.39 | 0.96 | 0.92 | 0.98 |
-| endothelial cell | 3306 | 0.69 | 0.73 | 0.91 | 0.62 | 0.00 | 0.54 | 0.65 | 0.63 | 0.83 |
-| basal cell | 3386 | 0.89 | 0.86 | 0.89 | 0.68 | 0.00 | 0.63 | 0.85 | 0.82 | 0.93 |
-| plasma cell | 2769 | 0.98 | 0.98 | 0.97 | 0.97 | 0.00 | 0.98 | 0.98 | 0.97 | 0.99 |
-| bladder urothelial cell | 2725 | 0.99 | 0.97 | 0.97 | 0.65 | 0.00 | 0.60 | 0.98 | 0.96 | 0.99 |
-| monocyte | 2546 | 0.43 | 0.41 | 0.77 | 0.47 | 0.00 | 0.26 | 0.50 | 0.52 | 0.59 |
-| mesenchymal stem cell | 2373 | 0.89 | 0.81 | 0.90 | 0.40 | 0.00 | 0.10 | 0.90 | 0.81 | 0.91 |
-| smooth muscle cell | 1899 | 0.72 | 0.69 | 0.88 | 0.69 | 0.00 | 0.64 | 0.73 | 0.72 | 0.81 |
-| classical monocyte | 1761 | 0.59 | 0.62 | 0.75 | 0.43 | 0.00 | 0.57 | 0.59 | 0.64 | 0.71 |
-| luminal epithelial cell of mammary gland | 1527 | 0.98 | 0.08 | 0.96 | 0.72 | 0.00 | 0.60 | 0.98 | 0.96 | 0.99 |
-| capillary endothelial cell | 1503 | 0.69 | 0.65 | 0.88 | 0.53 | 0.00 | 0.55 | 0.67 | 0.65 | 0.78 |
-| erythrocyte | 1475 | 0.97 | 0.96 | 0.95 | 0.96 | 0.00 | 0.96 | 0.95 | 0.96 | 0.97 |
-| natural killer cell | 1495 | 0.72 | 0.75 | 0.75 | 0.67 | 0.00 | 0.73 | 0.67 | 0.70 | 0.75 |
-| enterocyte of epithelium proper of duodenum | 1351 | 0.91 | 0.49 | 0.81 | 0.41 | 0.00 | 0.34 | 0.90 | 0.89 | 0.94 |
-| stratified squamous epithelial cell | 1234 | 0.84 | 0.78 | 0.87 | 0.71 | 0.00 | 0.68 | 0.84 | 0.82 | 0.88 |
-| acinar cell of salivary gland | 1210 | 0.95 | 0.85 | 0.94 | 0.61 | 0.00 | 0.43 | 0.95 | 0.93 | 0.97 |
-| pulmonary alveolar type 2 cell | 1212 | 0.97 | 0.96 | 0.97 | 0.83 | 0.00 | 0.91 | 0.97 | 0.96 | 0.98 |
-| conjunctival epithelial cell | 1173 | 0.92 | 0.76 | 0.85 | 0.51 | 0.00 | 0.31 | 0.94 | 0.90 | 0.95 |
-| pericyte | 1110 | 0.64 | 0.58 | 0.84 | 0.53 | 0.00 | 0.55 | 0.67 | 0.66 | 0.75 |
-| luminal cell of prostate epithelium | 1066 | 0.90 | 0.85 | 0.92 | 0.76 | 0.00 | 0.65 | 0.94 | 0.91 | 0.95 |
-| cardiac endothelial cell | 940 | 0.94 | 0.91 | 0.92 | 0.47 | 0.00 | 0.20 | 0.95 | 0.88 | 0.97 |
-| naive thymus-derived CD4-positive, alpha-beta T cell | 970 | 0.21 | 0.04 | 0.32 | 0.06 | 0.00 | 0.22 | 0.22 | 0.28 | 0.29 |
-| kidney epithelial cell | 954 | 0.99 | 0.89 | 0.94 | 0.52 | 0.00 | 0.02 | 0.99 | 0.98 | 0.99 |
-| hepatocyte | 764 | 1.00 | 0.99 | 0.95 | 0.64 | 0.00 | 0.70 | 0.99 | 0.96 | 0.99 |
-| blood vessel smooth muscle cell | 630 | 0.73 | 0.49 | 0.89 | 0.42 | 0.00 | 0.21 | 0.89 | 0.76 | 0.91 |
-| enterocyte of epithelium proper of ileum | 640 | 0.97 | 0.01 | 0.79 | 0.36 | 0.00 | 0.02 | 0.98 | 0.95 | 0.97 |
-| T cell | 645 | 0.47 | 0.22 | 0.57 | 0.08 | 0.00 | 0.24 | 0.39 | 0.38 | 0.56 |
-| mast cell | 582 | 0.88 | 0.85 | 0.96 | 0.83 | 0.00 | 0.91 | 0.91 | 0.87 | 0.93 |
-| skeletal muscle satellite stem cell | 589 | 0.96 | 0.94 | 0.96 | 0.80 | 0.00 | 0.81 | 0.95 | 0.91 | 0.97 |
-| regular atrial cardiac myocyte | 555 | 0.83 | 0.81 | 0.82 | 0.28 | 0.00 | 0.09 | 0.91 | 0.91 | 0.94 |
-| pancreatic acinar cell | 560 | 0.95 | 0.26 | 0.93 | 0.55 | 0.00 | 0.45 | 0.98 | 0.96 | 0.98 |
-| intermediate monocyte | 535 | 0.38 | 0.13 | 0.55 | 0.20 | 0.00 | 0.20 | 0.35 | 0.44 | 0.51 |
-| mature NK T cell | 547 | 0.37 | 0.42 | 0.54 | 0.35 | 0.00 | 0.45 | 0.35 | 0.43 | 0.55 |
-| mononuclear phagocyte | 460 | 0.39 | 0.00 | 0.92 | 0.14 | 0.00 | 0.01 | 0.63 | 0.48 | 0.59 |
-| fibroblast of breast | 499 | 0.81 | 0.00 | 0.98 | 0.20 | 0.00 | 0.42 | 0.84 | 0.70 | 0.94 |
-| vascular associated smooth muscle cell | 478 | 0.66 | 0.06 | 0.76 | 0.22 | 0.00 | 0.39 | 0.59 | 0.61 | 0.69 |
-| vein endothelial cell | 461 | 0.42 | 0.15 | 0.74 | 0.23 | 0.00 | 0.32 | 0.46 | 0.43 | 0.59 |
-| CD4-positive, alpha-beta thymocyte | 457 | 0.39 | 0.00 | 0.57 | 0.24 | 0.00 | 0.36 | 0.34 | 0.32 | 0.61 |
-| enterocyte of epithelium of large intestine | 426 | 0.77 | 0.28 | 0.56 | 0.42 | 0.00 | 0.22 | 0.78 | 0.83 | 0.79 |
-| myofibroblast cell | 429 | 0.60 | 0.25 | 0.82 | 0.46 | 0.00 | 0.41 | 0.61 | 0.58 | 0.77 |
-| thymic fibroblast type 2 | 439 | 0.57 | 0.00 | 0.70 | 0.15 | 0.00 | 0.12 | 0.68 | 0.55 | 0.63 |
-| corneal epithelial cell | 393 | 0.90 | 0.01 | 0.92 | 0.81 | 0.00 | 0.89 | 0.96 | 0.93 | 0.96 |
-| spermatid | 412 | 0.96 | 0.00 | 0.96 | 0.83 | 0.00 | 0.97 | 0.98 | 0.96 | 0.98 |
-| duct epithelial cell | 356 | 0.83 | 0.59 | 0.85 | 0.56 | 0.00 | 0.48 | 0.86 | 0.77 | 0.89 |
-| mesenchymal stem cell of adipose tissue | 344 | 0.26 | 0.01 | 0.65 | 0.38 | 0.00 | 0.22 | 0.29 | 0.33 | 0.52 |
-| basal cell of prostate epithelium | 350 | 0.73 | 0.14 | 0.89 | 0.41 | 0.00 | 0.60 | 0.88 | 0.72 | 0.86 |
-| endothelial cell of artery | 362 | 0.52 | 0.45 | 0.78 | 0.46 | 0.00 | 0.57 | 0.63 | 0.55 | 0.76 |
-| stromal cell | 340 | 0.60 | 0.03 | 0.47 | 0.43 | 0.00 | 0.26 | 0.77 | 0.69 | 0.86 |
-| thymic fibroblast type 1 | 333 | 0.29 | 0.01 | 0.84 | 0.22 | 0.00 | 0.04 | 0.66 | 0.43 | 0.49 |
-| pulmonary alveolar type 1 cell | 314 | 0.95 | 0.95 | 0.96 | 0.88 | 0.00 | 0.94 | 0.97 | 0.94 | 0.97 |
-| spermatocyte | 298 | 0.89 | 0.00 | 0.94 | 0.46 | 0.00 | 0.68 | 0.97 | 0.96 | 0.96 |
-| pancreatic ductal cell | 271 | 0.87 | 0.52 | 0.90 | 0.67 | 0.00 | 0.43 | 0.96 | 0.94 | 0.96 |
-| regulatory T cell | 279 | 0.07 | 0.01 | 0.26 | 0.08 | 0.00 | 0.22 | 0.30 | 0.34 | 0.35 |
-| ventricular cardiac muscle cell | 241 | 0.34 | 0.03 | 0.75 | 0.32 | 0.00 | 0.46 | 0.82 | 0.81 | 0.86 |
-| endothelial cell of lymphatic vessel | 250 | 0.69 | 0.57 | 0.87 | 0.57 | 0.00 | 0.60 | 0.60 | 0.62 | 0.72 |
-| hematopoietic precursor cell | 221 | 0.63 | 0.68 | 0.73 | 0.61 | 0.00 | 0.46 | 0.59 | 0.59 | 0.76 |
-| retinal blood vessel endothelial cell | 221 | 0.22 | 0.00 | 0.77 | 0.17 | 0.00 | 0.00 | 0.61 | 0.50 | 0.56 |
-| small intestine goblet cell | 220 | 0.85 | 0.66 | 0.90 | 0.71 | 0.00 | 0.47 | 0.90 | 0.85 | 0.90 |
-| gamma-delta T cell | 168 | 0.20 | 0.15 | 0.66 | 0.11 | 0.00 | 0.37 | 0.62 | 0.45 | 0.65 |
-| fibroblast of cardiac tissue | 183 | 0.94 | 0.49 | 0.93 | 0.07 | 0.00 | 0.21 | 0.71 | 0.64 | 0.93 |
-| paneth cell of epithelium of small intestine | 178 | 0.51 | 0.49 | 0.71 | 0.17 | 0.00 | 0.31 | 0.59 | 0.61 | 0.77 |
-| club cell | 162 | 0.81 | 0.75 | 0.85 | 0.57 | 0.00 | 0.71 | 0.78 | 0.70 | 0.86 |
-| intestinal crypt stem cell of colon | 171 | 0.76 | 0.61 | 0.55 | 0.36 | 0.00 | 0.16 | 0.85 | 0.80 | 0.85 |
-| progenitor cell of mammary luminal epithelium | 174 | 0.99 | 0.00 | 0.96 | 0.94 | 0.00 | 0.92 | 0.96 | 0.93 | 0.99 |
-| epithelial cell | 173 | 0.91 | 0.67 | 0.94 | 0.44 | 0.00 | 0.45 | 0.92 | 0.90 | 0.91 |
-| basophil | 162 | 0.42 | 0.07 | 0.94 | 0.35 | 0.00 | 0.77 | 0.77 | 0.69 | 0.83 |
-| large intestine goblet cell | 142 | 0.88 | 0.71 | 0.85 | 0.51 | 0.00 | 0.45 | 0.94 | 0.86 | 0.91 |
-| eye photoreceptor cell | 143 | 0.88 | 0.88 | 0.92 | 0.87 | 0.00 | 0.90 | 0.97 | 0.94 | 0.95 |
-| epithelial cell of uterus | 150 | 0.93 | 0.43 | 0.91 | 0.30 | 0.00 | 0.50 | 0.88 | 0.82 | 0.95 |
-| enterocyte of epithelium proper of small intestine | 136 | 0.38 | 0.00 | 0.59 | 0.29 | 0.00 | 0.01 | 0.60 | 0.55 | 0.72 |
-| tissue-resident macrophage | 118 | 0.60 | 0.00 | 0.78 | 0.32 | 0.00 | 0.20 | 0.48 | 0.46 | 0.71 |
-| acinar cell | 141 | 0.80 | 0.60 | 0.83 | 0.75 | 0.00 | 0.79 | 0.89 | 0.88 | 0.90 |
-| non-classical monocyte | 136 | 0.29 | 0.28 | 0.27 | 0.07 | 0.00 | 0.22 | 0.27 | 0.34 | 0.43 |
-| lung ciliated cell | 131 | 0.78 | 0.58 | 0.98 | 0.74 | 0.00 | 0.91 | 0.96 | 0.89 | 0.96 |
-| activated CD8-positive, alpha-beta T cell | 109 | 0.35 | 0.00 | 0.72 | 0.02 | 0.00 | 0.04 | 0.29 | 0.28 | 0.38 |
-| alveolar adventitial fibroblast | 111 | 0.72 | 0.05 | 0.89 | 0.21 | 0.00 | 0.57 | 0.54 | 0.73 | 0.85 |
-| naive thymus-derived CD8-positive, alpha-beta T cell | 118 | 0.15 | 0.00 | 0.39 | 0.07 | 0.00 | 0.15 | 0.14 | 0.12 | 0.33 |
-| adventitial cell | 106 | 0.13 | 0.00 | 0.74 | 0.12 | 0.00 | 0.31 | 0.28 | 0.29 | 0.62 |
-| respiratory goblet cell | 105 | 0.48 | 0.57 | 0.81 | 0.47 | 0.00 | 0.55 | 0.60 | 0.58 | 0.77 |
-| theca cell | 101 | 0.63 | 0.08 | 0.80 | 0.34 | 0.00 | 0.70 | 0.77 | 0.58 | 0.81 |
-| myeloid leukocyte | 93 | 0.17 | 0.00 | 0.73 | 0.14 | 0.00 | 0.19 | 0.23 | 0.14 | 0.54 |
-| keratocyte | 103 | 0.30 | 0.00 | 0.56 | 0.06 | 0.00 | 0.14 | 0.52 | 0.38 | 0.35 |
-| enteroglial cell | 89 | 0.84 | 0.69 | 0.94 | 0.80 | 0.00 | 0.75 | 0.96 | 0.83 | 0.86 |
-| erythroid progenitor cell | 92 | 0.59 | 0.59 | 0.69 | 0.61 | 0.00 | 0.52 | 0.65 | 0.65 | 0.70 |
-| innate lymphoid cell | 90 | 0.17 | 0.18 | 0.34 | 0.31 | 0.00 | 0.22 | 0.19 | 0.19 | 0.37 |
-| myometrial cell | 86 | 0.78 | 0.00 | 0.78 | 0.15 | 0.00 | 0.21 | 0.64 | 0.53 | 0.80 |
-| endothelial cell of vascular tree | 90 | 0.45 | 0.15 | 0.54 | 0.54 | 0.00 | 0.21 | 0.50 | 0.46 | 0.68 |
-| hematopoietic stem cell | 91 | 0.74 | 0.65 | 0.77 | 0.72 | 0.00 | 0.64 | 0.79 | 0.79 | 0.85 |
-| salivary gland cell | 88 | 0.54 | 0.00 | 0.89 | 0.57 | 0.00 | 0.67 | 0.54 | 0.58 | 0.88 |
-| granulocyte | 76 | 0.23 | 0.03 | 0.50 | 0.35 | 0.00 | 0.15 | 0.24 | 0.19 | 0.47 |
-| CD8-positive, alpha-beta thymocyte | 72 | 0.24 | 0.00 | 0.39 | 0.17 | 0.00 | 0.18 | 0.24 | 0.25 | 0.44 |
-| ciliated columnar cell of tracheobronchial tree | 61 | 0.19 | 0.28 | 0.96 | 0.52 | 0.00 | 0.78 | 0.90 | 0.83 | 0.96 |
-| intrahepatic cholangiocyte | 49 | 0.99 | 0.05 | 0.95 | 0.27 | 0.00 | 0.55 | 0.97 | 0.87 | 0.99 |
-| mural cell | 73 | 0.35 | 0.10 | 0.86 | 0.13 | 0.00 | 0.31 | 0.61 | 0.54 | 0.78 |
-| intestinal crypt stem cell of small intestine | 56 | 0.24 | 0.27 | 0.32 | 0.16 | 0.00 | 0.04 | 0.34 | 0.39 | 0.47 |
-| activated CD4-positive, alpha-beta T cell | 77 | 0.04 | 0.00 | 0.32 | 0.00 | 0.00 | 0.14 | 0.13 | 0.13 | 0.28 |
-| myeloid dendritic cell | 46 | 0.14 | 0.15 | 0.41 | 0.22 | 0.00 | 0.11 | 0.16 | 0.12 | 0.23 |
-| Mueller cell | 47 | 0.54 | 0.34 | 0.59 | 0.64 | 0.00 | 0.72 | 0.88 | 0.72 | 0.82 |
-| fast muscle cell | 52 | 0.71 | 0.56 | 0.93 | 0.74 | 0.00 | 0.88 | 0.81 | 0.81 | 0.93 |
-| platelet | 37 | 0.91 | 0.90 | 0.95 | 0.83 | 0.00 | 0.70 | 0.90 | 0.69 | 0.93 |
-| myoepithelial cell | 41 | 0.76 | 0.41 | 0.72 | 0.43 | 0.00 | 0.38 | 0.62 | 0.38 | 0.89 |
-| common myeloid progenitor | 53 | 0.54 | 0.46 | 0.76 | 0.30 | 0.00 | 0.38 | 0.62 | 0.68 | 0.66 |
-| thymocyte | 42 | 0.00 | 0.00 | 0.33 | 0.33 | 0.00 | 0.39 | 0.33 | 0.21 | 0.67 |
-| intestinal tuft cell | 26 | 0.68 | 0.58 | 0.92 | 0.58 | 0.00 | 0.59 | 0.96 | 0.81 | 0.88 |
-| pancreatic stellate cell | 44 | 0.00 | 0.00 | 0.88 | 0.33 | 0.00 | 0.00 | 0.54 | 0.31 | 0.78 |
-| tendon cell | 35 | 0.43 | 0.00 | 0.52 | 0.44 | 0.00 | 0.30 | 0.45 | 0.21 | 0.67 |
-| microglial cell | 41 | 0.07 | 0.00 | 0.53 | 0.12 | 0.00 | 0.15 | 0.20 | 0.15 | 0.34 |
-| muscle cell | 47 | 0.71 | 0.00 | 0.95 | 0.74 | 0.00 | 0.91 | 0.80 | 0.84 | 0.95 |
-| enterocyte of epithelium proper of jejunum | 52 | 0.00 | 0.00 | 0.20 | 0.27 | 0.00 | 0.11 | 0.55 | 0.37 | 0.63 |
-| mesothelial cell | 34 | 0.67 | 0.65 | 0.86 | 0.75 | 0.00 | 0.41 | 0.44 | 0.72 | 0.72 |
-| colon endothelial cell | 43 | 0.05 | 0.05 | 0.68 | 0.07 | 0.00 | 0.21 | 0.26 | 0.33 | 0.46 |
-| colon macrophage | 35 | 0.19 | 0.00 | 0.76 | 0.04 | 0.00 | 0.03 | 0.24 | 0.18 | 0.57 |
-| serous cell of epithelium of trachea | 27 | 0.37 | 0.00 | 0.79 | 0.25 | 0.00 | 0.10 | 0.38 | 0.39 | 0.76 |
-| ciliated epithelial cell | 34 | 0.90 | 0.00 | 0.96 | 0.48 | 0.00 | 0.85 | 0.96 | 0.86 | 0.94 |
-| Schwann cell | 28 | 0.73 | 0.56 | 0.60 | 0.42 | 0.00 | 0.46 | 0.61 | 0.55 | 0.74 |
-| supporting cell of vestibular epithelium | 31 | 0.86 | 0.12 | 0.52 | 0.64 | 0.00 | 0.36 | 0.98 | 0.77 | 0.94 |
-| mucus secreting cell | 24 | 0.57 | 0.11 | 0.78 | 0.21 | 0.00 | 0.22 | 0.62 | 0.55 | 0.78 |
-| enteroendocrine cell of small intestine | 25 | 0.64 | 0.10 | 0.78 | 0.55 | 0.00 | 0.67 | 0.86 | 0.68 | 0.78 |
-| ovarian surface epithelial cell | 19 | 0.55 | 0.33 | 0.80 | 0.60 | 0.00 | 0.17 | 0.84 | 0.61 | 0.89 |
-| transit amplifying cell of colon | 23 | 0.56 | 0.35 | 0.46 | 0.13 | 0.00 | 0.06 | 0.53 | 0.42 | 0.67 |
-| glandular epithelial cell | 26 | 0.67 | 0.11 | 0.67 | 0.21 | 0.00 | 0.59 | 0.98 | 0.62 | 0.89 |
-| melanocyte | 24 | 0.75 | 0.51 | 0.70 | 0.36 | 0.00 | 0.53 | 0.81 | 0.57 | 0.94 |
-| tracheal goblet cell | 20 | 0.00 | 0.19 | 0.58 | 0.67 | 0.00 | 0.40 | 0.75 | 0.63 | 0.74 |
-| hepatic stellate cell | 26 | 0.36 | 0.00 | 0.71 | 0.13 | 0.00 | 0.15 | 0.54 | 0.38 | 0.69 |
-| bronchial smooth muscle cell | 26 | 0.00 | 0.00 | 0.56 | 0.11 | 0.00 | 0.33 | 0.35 | 0.33 | 0.53 |
-| paneth cell of colon | 21 | 0.58 | 0.29 | 0.50 | 0.41 | 0.00 | 0.18 | 0.77 | 0.34 | 0.88 |
-| tongue muscle cell | 18 | 0.50 | 0.00 | 0.81 | 0.31 | 0.00 | 0.36 | 0.58 | 0.32 | 0.77 |
-| leukocyte | 28 | 0.16 | 0.07 | 0.19 | 0.00 | 0.00 | 0.00 | 0.14 | 0.11 | 0.21 |
-| tuft cell of colon | 32 | 0.00 | 0.00 | 0.72 | 0.37 | 0.00 | 0.70 | 0.89 | 0.83 | 0.85 |
-| slow muscle cell | 19 | 0.70 | 0.25 | 0.73 | 0.40 | 0.00 | 0.64 | 0.76 | 0.73 | 0.80 |
-| ionocyte | 13 | 0.52 | 0.18 | 0.76 | 0.46 | 0.00 | 0.06 | 0.81 | 0.67 | 0.86 |
-| connective tissue cell | 20 | 0.00 | 0.00 | 0.95 | 0.00 | 0.00 | 0.00 | 0.56 | 0.24 | 0.69 |
-| neuro-medullary thymic epithelial cell | 12 | 0.34 | 0.35 | 0.73 | 0.36 | 0.00 | 0.25 | 0.38 | 0.35 | 0.46 |
-| sebum secreting cell | 18 | 0.00 | 0.02 | 0.77 | 0.16 | 0.00 | 0.12 | 0.81 | 0.58 | 0.83 |
-| endothelial cell of arteriole | 11 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 | 0.26 | 0.42 | 0.32 | 0.62 |
-| male germ cell | 12 | 0.00 | 0.00 | 0.80 | 0.00 | 0.00 | 0.21 | 0.96 | 0.81 | 0.96 |
-| type B pancreatic cell | 10 | 0.80 | 0.00 | 0.84 | 0.86 | 0.00 | 0.74 | 0.95 | 0.86 | 0.95 |
-| hematopoietic cell | 10 | 0.00 | 0.00 | 0.53 | 0.00 | 0.00 | 0.18 | 0.62 | 0.42 | 0.86 |
-| plasmacytoid dendritic cell | 5 | 0.13 | 0.29 | 0.33 | 0.22 | 0.00 | 0.06 | 0.35 | 0.17 | 0.35 |
-| neuron | 4 | 0.00 | 0.00 | 0.89 | 0.21 | 0.00 | 0.29 | 0.44 | 0.46 | 0.89 |
-| myeloid cell | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.07 | 0.22 | 0.10 | 0.25 |
-| myo-medullary thymic epithelial cell | 3 | 0.33 | 0.00 | 0.80 | 0.33 | 0.00 | 0.44 | 0.57 | 0.40 | 0.67 |
-| Langerhans cell | 10 | 0.00 | 0.00 | 0.67 | 0.25 | 0.00 | 0.42 | 0.32 | 0.34 | 0.63 |
-| interstitial cell of Cajal | 7 | 0.00 | 0.00 | 1.00 | 0.15 | 0.00 | 0.00 | 0.70 | 0.56 | 0.86 |
-| retinal pigment epithelial cell | 6 | 0.92 | 0.00 | 0.50 | 0.80 | 0.00 | 0.92 | 1.00 | 0.92 | 1.00 |
-| peritubular myoid cell | 8 | 0.32 | 0.00 | 0.55 | 0.00 | 0.00 | 0.00 | 0.35 | 0.35 | 0.43 |
-| spermatogonium | 10 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.25 | 0.82 | 0.86 | 0.75 |
-| retinal bipolar neuron | 10 | 0.00 | 0.18 | 0.46 | 0.40 | 0.00 | 0.26 | 0.76 | 0.67 | 0.67 |
-| endothelial cell of venule | 7 | 0.00 | 0.00 | 0.73 | 0.00 | 0.00 | 0.00 | 0.73 | 0.30 | 0.00 |
-| vestibular dark cell | 5 | 0.00 | 0.00 | 0.33 | 0.20 | 0.00 | 0.09 | 1.00 | 0.73 | 0.80 |
-| pancreatic A cell | 2 | 0.67 | 0.00 | 0.67 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
-| type L enteroendocrine cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.57 | 1.00 | 0.44 | 0.40 |
-| medullary thymic epithelial cell | 3 | 0.00 | 0.00 | 0.80 | 0.00 | 0.00 | 0.03 | 1.00 | 0.67 | 0.50 |
-| adipocyte | 2 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.20 | 0.22 | 0.12 | 0.29 |
-| transit amplifying cell of small intestine | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
-| taste receptor cell | 3 | 0.00 | 0.00 | 0.80 | 0.00 | 0.00 | 0.07 | 0.50 | 0.09 | 0.80 |
-| enterochromaffin-like cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 0.40 | 0.00 |
-| enteroendocrine cell | 4 | 0.00 | 0.33 | 1.00 | 0.57 | 0.00 | 0.55 | 0.89 | 0.44 | 0.89 |
-| pulmonary ionocyte | 2 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 | 0.21 | 1.00 | 1.00 | 1.00 |
-| glial cell | 1 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.10 | 0.40 | 0.15 | 0.67 |
-| oocyte | 5 | 0.00 | 0.04 | 0.89 | 0.89 | 0.00 | 0.71 | 1.00 | 1.00 | 1.00 |
-| serous cell of epithelium of bronchus | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
-| radial glial cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
-| Leydig cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.33 | 0.00 |
-| pancreatic D cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
-| T follicular helper cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
-| retina horizontal cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
+| B cell | 11445 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.98 | 0.98 | 0.98 | 0.99 |
+| CD4-positive, alpha-beta T cell | 9766 | 0.57 | 0.78 | 0.82 | 0.75 | 0.00 | 0.51 | 0.43 | 0.49 | 0.79 |
+| fibroblast | 8344 | 0.79 | 0.79 | 0.94 | 0.70 | 0.00 | 0.60 | 0.65 | 0.64 | 0.89 |
+| CD8-positive, alpha-beta T cell | 7611 | 0.71 | 0.78 | 0.81 | 0.74 | 0.00 | 0.76 | 0.57 | 0.62 | 0.80 |
+| neutrophil | 6846 | 0.95 | 0.97 | 0.97 | 0.97 | 0.00 | 0.95 | 0.95 | 0.94 | 0.98 |
+| macrophage | 6948 | 0.80 | 0.84 | 0.92 | 0.80 | 0.00 | 0.75 | 0.73 | 0.71 | 0.89 |
+| stromal cell of ovary | 3441 | 0.94 | 0.94 | 0.91 | 0.66 | 0.00 | 0.50 | 0.96 | 0.92 | 0.97 |
+| endothelial cell | 3271 | 0.67 | 0.74 | 0.91 | 0.62 | 0.00 | 0.52 | 0.71 | 0.64 | 0.83 |
+| basal cell | 3333 | 0.84 | 0.85 | 0.89 | 0.69 | 0.00 | 0.64 | 0.87 | 0.83 | 0.93 |
+| plasma cell | 2645 | 0.97 | 0.98 | 0.97 | 0.98 | 0.00 | 0.98 | 0.98 | 0.97 | 0.99 |
+| bladder urothelial cell | 2720 | 0.96 | 0.97 | 0.97 | 0.58 | 0.00 | 0.46 | 0.98 | 0.97 | 0.98 |
+| monocyte | 2566 | 0.47 | 0.37 | 0.78 | 0.45 | 0.00 | 0.24 | 0.50 | 0.54 | 0.62 |
+| mesenchymal stem cell | 2321 | 0.84 | 0.83 | 0.90 | 0.42 | 0.00 | 0.01 | 0.89 | 0.82 | 0.93 |
+| smooth muscle cell | 1764 | 0.67 | 0.67 | 0.88 | 0.67 | 0.00 | 0.67 | 0.74 | 0.73 | 0.80 |
+| classical monocyte | 1837 | 0.52 | 0.62 | 0.77 | 0.43 | 0.00 | 0.56 | 0.58 | 0.67 | 0.73 |
+| luminal epithelial cell of mammary gland | 1592 | 0.98 | 0.03 | 0.96 | 0.66 | 0.00 | 0.68 | 0.98 | 0.97 | 0.99 |
+| capillary endothelial cell | 1532 | 0.67 | 0.69 | 0.87 | 0.58 | 0.00 | 0.52 | 0.71 | 0.67 | 0.79 |
+| erythrocyte | 1495 | 0.97 | 0.96 | 0.95 | 0.97 | 0.00 | 0.97 | 0.96 | 0.96 | 0.97 |
+| natural killer cell | 1434 | 0.74 | 0.74 | 0.74 | 0.70 | 0.00 | 0.74 | 0.68 | 0.70 | 0.76 |
+| enterocyte of epithelium proper of duodenum | 1402 | 0.90 | 0.34 | 0.81 | 0.40 | 0.00 | 0.00 | 0.91 | 0.89 | 0.95 |
+| stratified squamous epithelial cell | 1259 | 0.82 | 0.78 | 0.89 | 0.67 | 0.00 | 0.66 | 0.85 | 0.81 | 0.89 |
+| acinar cell of salivary gland | 1236 | 0.88 | 0.82 | 0.94 | 0.53 | 0.00 | 0.36 | 0.94 | 0.92 | 0.97 |
+| pulmonary alveolar type 2 cell | 1184 | 0.94 | 0.96 | 0.97 | 0.77 | 0.00 | 0.69 | 0.96 | 0.95 | 0.98 |
+| conjunctival epithelial cell | 1154 | 0.92 | 0.75 | 0.86 | 0.57 | 0.00 | 0.31 | 0.95 | 0.88 | 0.95 |
+| pericyte | 1066 | 0.56 | 0.55 | 0.81 | 0.54 | 0.00 | 0.56 | 0.61 | 0.66 | 0.74 |
+| luminal cell of prostate epithelium | 1064 | 0.90 | 0.81 | 0.93 | 0.65 | 0.00 | 0.52 | 0.95 | 0.92 | 0.96 |
+| cardiac endothelial cell | 1038 | 0.94 | 0.91 | 0.93 | 0.50 | 0.00 | 0.18 | 0.95 | 0.89 | 0.96 |
+| naive thymus-derived CD4-positive, alpha-beta T cell | 982 | 0.23 | 0.02 | 0.32 | 0.07 | 0.00 | 0.24 | 0.22 | 0.29 | 0.27 |
+| kidney epithelial cell | 882 | 0.98 | 0.92 | 0.95 | 0.45 | 0.00 | 0.59 | 0.99 | 0.98 | 0.99 |
+| hepatocyte | 695 | 0.99 | 0.99 | 0.96 | 0.68 | 0.00 | 0.67 | 1.00 | 0.96 | 0.99 |
+| blood vessel smooth muscle cell | 665 | 0.68 | 0.50 | 0.90 | 0.46 | 0.00 | 0.11 | 0.89 | 0.79 | 0.92 |
+| enterocyte of epithelium proper of ileum | 648 | 0.93 | 0.01 | 0.70 | 0.26 | 0.00 | 0.00 | 0.97 | 0.93 | 0.96 |
+| T cell | 670 | 0.42 | 0.22 | 0.58 | 0.16 | 0.00 | 0.28 | 0.34 | 0.39 | 0.55 |
+| mast cell | 601 | 0.86 | 0.86 | 0.96 | 0.83 | 0.00 | 0.84 | 0.91 | 0.87 | 0.94 |
+| skeletal muscle satellite stem cell | 577 | 0.85 | 0.92 | 0.96 | 0.83 | 0.00 | 0.80 | 0.94 | 0.91 | 0.96 |
+| regular atrial cardiac myocyte | 561 | 0.82 | 0.63 | 0.78 | 0.19 | 0.00 | 0.27 | 0.87 | 0.90 | 0.90 |
+| pancreatic acinar cell | 535 | 0.95 | 0.32 | 0.94 | 0.42 | 0.00 | 0.02 | 0.98 | 0.95 | 0.98 |
+| intermediate monocyte | 554 | 0.30 | 0.15 | 0.58 | 0.26 | 0.00 | 0.22 | 0.36 | 0.47 | 0.53 |
+| mature NK T cell | 547 | 0.43 | 0.40 | 0.54 | 0.33 | 0.00 | 0.46 | 0.35 | 0.42 | 0.57 |
+| mononuclear phagocyte | 543 | 0.44 | 0.00 | 0.90 | 0.14 | 0.00 | 0.13 | 0.66 | 0.50 | 0.71 |
+| fibroblast of breast | 532 | 0.93 | 0.00 | 0.95 | 0.40 | 0.00 | 0.48 | 0.85 | 0.63 | 0.94 |
+| vascular associated smooth muscle cell | 526 | 0.66 | 0.04 | 0.74 | 0.18 | 0.00 | 0.42 | 0.61 | 0.64 | 0.71 |
+| vein endothelial cell | 487 | 0.34 | 0.17 | 0.76 | 0.33 | 0.00 | 0.35 | 0.47 | 0.45 | 0.57 |
+| CD4-positive, alpha-beta thymocyte | 503 | 0.38 | 0.00 | 0.61 | 0.23 | 0.00 | 0.25 | 0.40 | 0.38 | 0.59 |
+| enterocyte of epithelium of large intestine | 437 | 0.69 | 0.27 | 0.58 | 0.33 | 0.00 | 0.25 | 0.80 | 0.83 | 0.79 |
+| myofibroblast cell | 428 | 0.50 | 0.22 | 0.85 | 0.40 | 0.00 | 0.46 | 0.63 | 0.55 | 0.77 |
+| thymic fibroblast type 2 | 434 | 0.54 | 0.00 | 0.73 | 0.14 | 0.00 | 0.06 | 0.66 | 0.55 | 0.62 |
+| corneal epithelial cell | 405 | 0.92 | 0.00 | 0.92 | 0.55 | 0.00 | 0.59 | 0.94 | 0.91 | 0.95 |
+| spermatid | 416 | 0.91 | 0.00 | 0.96 | 0.88 | 0.00 | 0.95 | 0.99 | 0.96 | 0.99 |
+| duct epithelial cell | 400 | 0.69 | 0.52 | 0.84 | 0.43 | 0.00 | 0.47 | 0.83 | 0.80 | 0.87 |
+| mesenchymal stem cell of adipose tissue | 378 | 0.17 | 0.01 | 0.65 | 0.36 | 0.00 | 0.06 | 0.31 | 0.35 | 0.54 |
+| basal cell of prostate epithelium | 336 | 0.72 | 0.09 | 0.87 | 0.46 | 0.00 | 0.37 | 0.84 | 0.76 | 0.83 |
+| endothelial cell of artery | 369 | 0.43 | 0.42 | 0.75 | 0.48 | 0.00 | 0.52 | 0.66 | 0.55 | 0.73 |
+| stromal cell | 362 | 0.43 | 0.05 | 0.44 | 0.44 | 0.00 | 0.38 | 0.76 | 0.71 | 0.82 |
+| thymic fibroblast type 1 | 322 | 0.00 | 0.01 | 0.85 | 0.19 | 0.00 | 0.00 | 0.53 | 0.50 | 0.31 |
+| pulmonary alveolar type 1 cell | 313 | 0.97 | 0.93 | 0.96 | 0.79 | 0.00 | 0.92 | 0.98 | 0.93 | 0.98 |
+| spermatocyte | 317 | 0.84 | 0.00 | 0.94 | 0.57 | 0.00 | 0.84 | 0.98 | 0.94 | 0.97 |
+| pancreatic ductal cell | 267 | 0.89 | 0.39 | 0.92 | 0.64 | 0.00 | 0.11 | 0.97 | 0.90 | 0.96 |
+| regulatory T cell | 261 | 0.08 | 0.00 | 0.24 | 0.04 | 0.00 | 0.21 | 0.17 | 0.18 | 0.32 |
+| ventricular cardiac muscle cell | 249 | 0.21 | 0.18 | 0.70 | 0.25 | 0.00 | 0.26 | 0.77 | 0.79 | 0.71 |
+| endothelial cell of lymphatic vessel | 256 | 0.63 | 0.57 | 0.85 | 0.56 | 0.00 | 0.52 | 0.61 | 0.57 | 0.68 |
+| hematopoietic precursor cell | 217 | 0.61 | 0.69 | 0.78 | 0.72 | 0.00 | 0.52 | 0.63 | 0.62 | 0.80 |
+| retinal blood vessel endothelial cell | 188 | 0.03 | 0.00 | 0.79 | 0.16 | 0.00 | 0.00 | 0.65 | 0.50 | 0.59 |
+| small intestine goblet cell | 210 | 0.81 | 0.63 | 0.87 | 0.51 | 0.00 | 0.64 | 0.93 | 0.85 | 0.93 |
+| gamma-delta T cell | 214 | 0.00 | 0.10 | 0.62 | 0.19 | 0.00 | 0.52 | 0.69 | 0.54 | 0.66 |
+| fibroblast of cardiac tissue | 196 | 0.94 | 0.45 | 0.97 | 0.06 | 0.00 | 0.32 | 0.83 | 0.65 | 0.95 |
+| paneth cell of epithelium of small intestine | 191 | 0.56 | 0.48 | 0.65 | 0.20 | 0.00 | 0.21 | 0.69 | 0.65 | 0.77 |
+| club cell | 184 | 0.71 | 0.74 | 0.83 | 0.53 | 0.00 | 0.72 | 0.79 | 0.75 | 0.88 |
+| intestinal crypt stem cell of colon | 165 | 0.63 | 0.64 | 0.55 | 0.29 | 0.00 | 0.06 | 0.79 | 0.79 | 0.81 |
+| progenitor cell of mammary luminal epithelium | 169 | 0.99 | 0.00 | 0.99 | 0.97 | 0.00 | 0.97 | 0.96 | 0.91 | 0.99 |
+| epithelial cell | 167 | 0.84 | 0.46 | 0.93 | 0.23 | 0.00 | 0.46 | 0.91 | 0.90 | 0.94 |
+| basophil | 166 | 0.00 | 0.18 | 0.95 | 0.46 | 0.00 | 0.62 | 0.75 | 0.71 | 0.84 |
+| large intestine goblet cell | 173 | 0.86 | 0.64 | 0.82 | 0.49 | 0.00 | 0.54 | 0.94 | 0.85 | 0.93 |
+| eye photoreceptor cell | 150 | 0.90 | 0.91 | 0.93 | 0.95 | 0.00 | 0.88 | 0.96 | 0.97 | 0.96 |
+| epithelial cell of uterus | 147 | 0.85 | 0.39 | 0.91 | 0.31 | 0.00 | 0.36 | 0.84 | 0.87 | 0.95 |
+| enterocyte of epithelium proper of small intestine | 135 | 0.30 | 0.01 | 0.55 | 0.16 | 0.00 | 0.10 | 0.56 | 0.55 | 0.66 |
+| tissue-resident macrophage | 149 | 0.48 | 0.00 | 0.80 | 0.24 | 0.00 | 0.22 | 0.45 | 0.51 | 0.72 |
+| acinar cell | 127 | 0.83 | 0.67 | 0.87 | 0.72 | 0.00 | 0.44 | 0.92 | 0.83 | 0.94 |
+| non-classical monocyte | 129 | 0.00 | 0.38 | 0.34 | 0.09 | 0.00 | 0.25 | 0.27 | 0.30 | 0.46 |
+| lung ciliated cell | 113 | 0.62 | 0.53 | 0.97 | 0.66 | 0.00 | 0.79 | 0.91 | 0.91 | 0.91 |
+| activated CD8-positive, alpha-beta T cell | 128 | 0.26 | 0.00 | 0.75 | 0.01 | 0.00 | 0.04 | 0.33 | 0.31 | 0.43 |
+| alveolar adventitial fibroblast | 102 | 0.43 | 0.07 | 0.86 | 0.37 | 0.00 | 0.37 | 0.75 | 0.69 | 0.87 |
+| naive thymus-derived CD8-positive, alpha-beta T cell | 124 | 0.15 | 0.00 | 0.38 | 0.07 | 0.00 | 0.14 | 0.17 | 0.13 | 0.34 |
+| adventitial cell | 105 | 0.24 | 0.00 | 0.69 | 0.25 | 0.00 | 0.08 | 0.25 | 0.31 | 0.63 |
+| respiratory goblet cell | 108 | 0.18 | 0.55 | 0.84 | 0.47 | 0.00 | 0.29 | 0.60 | 0.64 | 0.77 |
+| theca cell | 125 | 0.00 | 0.03 | 0.82 | 0.52 | 0.00 | 0.64 | 0.78 | 0.60 | 0.82 |
+| myeloid leukocyte | 107 | 0.15 | 0.00 | 0.64 | 0.11 | 0.00 | 0.09 | 0.18 | 0.16 | 0.46 |
+| keratocyte | 87 | 0.00 | 0.00 | 0.50 | 0.08 | 0.00 | 0.20 | 0.37 | 0.31 | 0.31 |
+| enteroglial cell | 105 | 0.54 | 0.80 | 0.96 | 0.73 | 0.00 | 0.84 | 0.94 | 0.78 | 0.89 |
+| erythroid progenitor cell | 92 | 0.58 | 0.58 | 0.68 | 0.60 | 0.00 | 0.58 | 0.65 | 0.65 | 0.70 |
+| innate lymphoid cell | 99 | 0.21 | 0.19 | 0.33 | 0.32 | 0.00 | 0.28 | 0.18 | 0.23 | 0.40 |
+| myometrial cell | 99 | 0.48 | 0.00 | 0.83 | 0.48 | 0.00 | 0.39 | 0.62 | 0.65 | 0.84 |
+| endothelial cell of vascular tree | 82 | 0.27 | 0.07 | 0.58 | 0.48 | 0.00 | 0.40 | 0.55 | 0.41 | 0.61 |
+| hematopoietic stem cell | 89 | 0.61 | 0.62 | 0.69 | 0.71 | 0.00 | 0.69 | 0.76 | 0.70 | 0.79 |
+| salivary gland cell | 84 | 0.00 | 0.00 | 0.85 | 0.49 | 0.00 | 0.36 | 0.65 | 0.58 | 0.85 |
+| granulocyte | 74 | 0.20 | 0.00 | 0.56 | 0.35 | 0.00 | 0.17 | 0.25 | 0.20 | 0.58 |
+| CD8-positive, alpha-beta thymocyte | 66 | 0.15 | 0.00 | 0.29 | 0.22 | 0.00 | 0.43 | 0.27 | 0.20 | 0.44 |
+| ciliated columnar cell of tracheobronchial tree | 86 | 0.00 | 0.08 | 0.94 | 0.64 | 0.00 | 0.62 | 0.93 | 0.91 | 0.92 |
+| intrahepatic cholangiocyte | 68 | 0.97 | 0.11 | 0.94 | 0.30 | 0.00 | 0.39 | 0.99 | 0.83 | 0.96 |
+| mural cell | 68 | 0.31 | 0.23 | 0.92 | 0.14 | 0.00 | 0.32 | 0.61 | 0.48 | 0.69 |
+| intestinal crypt stem cell of small intestine | 67 | 0.00 | 0.23 | 0.12 | 0.04 | 0.00 | 0.12 | 0.31 | 0.37 | 0.40 |
+| activated CD4-positive, alpha-beta T cell | 61 | 0.05 | 0.00 | 0.28 | 0.06 | 0.00 | 0.15 | 0.10 | 0.10 | 0.19 |
+| myeloid dendritic cell | 56 | 0.12 | 0.15 | 0.29 | 0.23 | 0.00 | 0.14 | 0.11 | 0.14 | 0.24 |
+| Mueller cell | 44 | 0.53 | 0.51 | 0.61 | 0.67 | 0.00 | 0.17 | 0.83 | 0.89 | 0.86 |
+| fast muscle cell | 40 | 0.42 | 0.42 | 0.88 | 0.61 | 0.00 | 0.72 | 0.77 | 0.76 | 0.86 |
+| platelet | 45 | 0.89 | 0.86 | 0.90 | 0.94 | 0.00 | 0.63 | 0.88 | 0.69 | 0.89 |
+| myoepithelial cell | 43 | 0.35 | 0.36 | 0.81 | 0.42 | 0.00 | 0.50 | 0.61 | 0.41 | 0.76 |
+| common myeloid progenitor | 44 | 0.00 | 0.56 | 0.68 | 0.38 | 0.00 | 0.49 | 0.68 | 0.55 | 0.76 |
+| thymocyte | 59 | 0.00 | 0.00 | 0.39 | 0.25 | 0.00 | 0.34 | 0.32 | 0.27 | 0.70 |
+| intestinal tuft cell | 45 | 0.87 | 0.90 | 0.98 | 0.82 | 0.00 | 0.58 | 0.96 | 0.92 | 0.94 |
+| pancreatic stellate cell | 44 | 0.00 | 0.00 | 0.93 | 0.33 | 0.00 | 0.03 | 0.60 | 0.40 | 0.68 |
+| tendon cell | 32 | 0.00 | 0.06 | 0.40 | 0.24 | 0.00 | 0.12 | 0.42 | 0.23 | 0.48 |
+| muscle cell | 47 | 0.51 | 0.00 | 0.93 | 0.84 | 0.00 | 0.78 | 0.76 | 0.83 | 0.93 |
+| microglial cell | 40 | 0.11 | 0.00 | 0.59 | 0.08 | 0.00 | 0.05 | 0.25 | 0.13 | 0.32 |
+| enterocyte of epithelium proper of jejunum | 46 | 0.00 | 0.00 | 0.10 | 0.16 | 0.00 | 0.03 | 0.58 | 0.41 | 0.60 |
+| mesothelial cell | 33 | 0.53 | 0.60 | 0.85 | 0.65 | 0.00 | 0.45 | 0.64 | 0.60 | 0.70 |
+| colon endothelial cell | 30 | 0.00 | 0.00 | 0.76 | 0.05 | 0.00 | 0.05 | 0.28 | 0.16 | 0.32 |
+| colon macrophage | 30 | 0.00 | 0.00 | 0.63 | 0.00 | 0.00 | 0.04 | 0.20 | 0.19 | 0.17 |
+| serous cell of epithelium of trachea | 25 | 0.00 | 0.00 | 0.78 | 0.36 | 0.00 | 0.20 | 0.42 | 0.49 | 0.83 |
+| ciliated epithelial cell | 35 | 0.00 | 0.00 | 0.90 | 0.46 | 0.00 | 0.53 | 0.99 | 0.88 | 0.93 |
+| Schwann cell | 36 | 0.00 | 0.46 | 0.87 | 0.32 | 0.00 | 0.34 | 0.77 | 0.70 | 0.85 |
+| supporting cell of vestibular epithelium | 31 | 0.86 | 0.00 | 0.45 | 0.64 | 0.00 | 0.49 | 1.00 | 0.85 | 0.94 |
+| mucus secreting cell | 30 | 0.00 | 0.07 | 0.91 | 0.35 | 0.00 | 0.35 | 0.67 | 0.62 | 0.87 |
+| enteroendocrine cell of small intestine | 32 | 0.66 | 0.16 | 0.73 | 0.33 | 0.00 | 0.36 | 0.85 | 0.76 | 0.88 |
+| ovarian surface epithelial cell | 19 | 0.00 | 0.47 | 0.82 | 0.16 | 0.00 | 0.27 | 0.84 | 0.67 | 0.83 |
+| transit amplifying cell of colon | 22 | 0.00 | 0.30 | 0.39 | 0.06 | 0.00 | 0.08 | 0.60 | 0.38 | 0.56 |
+| glandular epithelial cell | 25 | 0.00 | 0.14 | 0.65 | 0.18 | 0.00 | 0.33 | 0.94 | 0.62 | 0.81 |
+| melanocyte | 19 | 0.00 | 0.32 | 0.59 | 0.12 | 0.00 | 0.21 | 0.68 | 0.73 | 0.84 |
+| tracheal goblet cell | 32 | 0.00 | 0.37 | 0.64 | 0.57 | 0.00 | 0.30 | 0.78 | 0.54 | 0.74 |
+| hepatic stellate cell | 16 | 0.56 | 0.00 | 0.69 | 0.00 | 0.00 | 0.03 | 0.50 | 0.35 | 0.67 |
+| bronchial smooth muscle cell | 14 | 0.00 | 0.00 | 0.48 | 0.14 | 0.00 | 0.11 | 0.17 | 0.16 | 0.44 |
+| paneth cell of colon | 24 | 0.00 | 0.27 | 0.45 | 0.47 | 0.00 | 0.15 | 0.68 | 0.32 | 0.81 |
+| tongue muscle cell | 24 | 0.00 | 0.00 | 0.78 | 0.15 | 0.00 | 0.14 | 0.60 | 0.34 | 0.83 |
+| leukocyte | 21 | 0.00 | 0.00 | 0.02 | 0.08 | 0.00 | 0.07 | 0.06 | 0.10 | 0.10 |
+| tuft cell of colon | 16 | 0.00 | 0.10 | 0.64 | 0.19 | 0.00 | 0.47 | 0.86 | 0.63 | 0.83 |
+| slow muscle cell | 17 | 0.00 | 0.26 | 0.82 | 0.25 | 0.00 | 0.55 | 0.77 | 0.68 | 0.91 |
+| ionocyte | 12 | 0.00 | 0.28 | 0.80 | 0.38 | 0.00 | 0.41 | 0.85 | 0.56 | 0.91 |
+| connective tissue cell | 21 | 0.00 | 0.00 | 0.95 | 0.00 | 0.00 | 0.13 | 0.48 | 0.25 | 0.76 |
+| neuro-medullary thymic epithelial cell | 9 | 0.27 | 0.41 | 0.89 | 0.20 | 0.00 | 0.29 | 0.34 | 0.39 | 0.38 |
+| sebum secreting cell | 10 | 0.00 | 0.01 | 0.75 | 0.33 | 0.00 | 0.04 | 0.78 | 0.49 | 0.90 |
+| endothelial cell of arteriole | 17 | 0.00 | 0.00 | 0.81 | 0.00 | 0.00 | 0.00 | 0.52 | 0.25 | 0.64 |
+| male germ cell | 9 | 0.00 | 0.00 | 0.94 | 0.00 | 0.00 | 0.34 | 0.95 | 0.73 | 0.94 |
+| type B pancreatic cell | 9 | 0.00 | 0.20 | 0.95 | 0.74 | 0.00 | 0.39 | 1.00 | 0.89 | 1.00 |
+| hematopoietic cell | 9 | 0.00 | 0.00 | 0.20 | 0.17 | 0.00 | 0.16 | 0.48 | 0.50 | 0.46 |
+| plasmacytoid dendritic cell | 14 | 0.00 | 0.67 | 0.64 | 0.45 | 0.00 | 0.16 | 0.58 | 0.38 | 0.73 |
+| neuron | 6 | 0.00 | 0.00 | 0.91 | 0.25 | 0.00 | 0.20 | 0.52 | 0.53 | 0.92 |
+| myeloid cell | 6 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.32 | 0.11 | 0.40 |
+| myo-medullary thymic epithelial cell | 10 | 0.00 | 0.00 | 0.95 | 0.67 | 0.00 | 0.43 | 0.82 | 0.67 | 0.67 |
+| Langerhans cell | 4 | 0.00 | 0.40 | 1.00 | 0.22 | 0.00 | 0.07 | 0.18 | 0.20 | 0.67 |
+| interstitial cell of Cajal | 6 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.19 | 0.27 | 0.43 | 1.00 |
+| retinal pigment epithelial cell | 6 | 0.00 | 0.60 | 0.80 | 0.67 | 0.00 | 0.75 | 0.92 | 0.92 | 1.00 |
+| peritubular myoid cell | 10 | 0.36 | 0.00 | 0.43 | 0.00 | 0.00 | 0.43 | 0.67 | 0.44 | 0.63 |
+| spermatogonium | 7 | 0.00 | 0.00 | 0.44 | 0.00 | 0.00 | 0.24 | 0.86 | 0.67 | 0.73 |
+| retinal bipolar neuron | 2 | 0.00 | 0.00 | 0.67 | 0.40 | 0.00 | 0.29 | 0.67 | 1.00 | 1.00 |
+| endothelial cell of venule | 7 | 0.00 | 0.00 | 0.73 | 0.00 | 0.00 | 0.00 | 0.71 | 0.33 | 0.25 |
+| vestibular dark cell | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.04 | 0.89 | 0.67 | 0.00 |
+| pancreatic A cell | 2 | 0.00 | 0.00 | 0.80 | 0.00 | 0.00 | 0.00 | 1.00 | 0.67 | 1.00 |
+| type L enteroendocrine cell | 3 | 0.00 | 0.00 | 0.40 | 0.00 | 0.00 | 0.38 | 1.00 | 0.44 | 1.00 |
+| medullary thymic epithelial cell | 3 | 0.00 | 0.00 | 0.80 | 0.00 | 0.00 | 0.03 | 0.86 | 0.40 | 1.00 |
+| adipocyte | 4 | 0.00 | 0.00 | 0.29 | 0.00 | 0.00 | 0.00 | 0.46 | 0.00 | 0.40 |
+| transit amplifying cell of small intestine | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.33 | 0.00 | 0.00 |
+| taste receptor cell | 4 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 | 0.27 | 0.33 | 0.09 | 0.67 |
+| enterochromaffin-like cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.40 | 1.00 | 0.40 | 1.00 |
+| enteroendocrine cell | 4 | 0.00 | 0.00 | 1.00 | 0.44 | 0.00 | 0.31 | 0.67 | 0.50 | 0.75 |
+| pulmonary ionocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.14 | 0.00 | 0.67 | 0.00 |
+| glial cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.25 | 0.00 | 0.00 |
+| oocyte | 2 | 0.00 | 0.02 | 1.00 | 1.00 | 0.00 | 0.15 | 1.00 | 1.00 | 1.00 |
+| serous cell of epithelium of bronchus | 2 | 0.00 | 0.00 | 0.67 | 0.40 | 0.00 | 0.09 | 0.67 | 0.67 | 0.67 |
+| radial glial cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.25 | 0.00 |
+| Leydig cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 0.33 | 0.00 |
+| pancreatic D cell | 1 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 |
+| T follicular helper cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
+| retina horizontal cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.00 | 0.00 | 0.00 |
 | erythroid lineage cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
-| pancreatic PP cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
-| epithelial fate stem cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
-| mesenchymal cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
+| pancreatic PP cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
+| epithelial fate stem cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
+| mesenchymal cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
 
 The train accuracies are computed on the training data.
 
 | Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |
 | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
-| B cell | 102833 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |
-| CD4-positive, alpha-beta T cell | 87430 | 0.57 | 0.78 | 0.87 | 0.83 | 0.00 | 0.57 | 0.45 | 0.52 | 0.82 |
-| fibroblast | 74840 | 0.79 | 0.74 | 0.97 | 0.85 | 0.00 | 0.86 | 0.70 | 0.66 | 0.93 |
-| CD8-positive, alpha-beta T cell | 68607 | 0.73 | 0.77 | 0.87 | 0.82 | 0.00 | 0.72 | 0.59 | 0.62 | 0.82 |
-| neutrophil | 62682 | 0.95 | 0.97 | 0.98 | 0.98 | 0.00 | 0.94 | 0.95 | 0.93 | 0.98 |
-| macrophage | 62296 | 0.79 | 0.83 | 0.95 | 0.87 | 0.00 | 0.77 | 0.75 | 0.70 | 0.91 |
-| stromal cell of ovary | 31442 | 0.95 | 0.67 | 0.94 | 0.89 | 0.00 | 0.95 | 0.96 | 0.92 | 0.99 |
-| endothelial cell | 30391 | 0.70 | 0.69 | 0.96 | 0.82 | 0.00 | 0.81 | 0.66 | 0.65 | 0.91 |
-| basal cell | 30140 | 0.88 | 0.80 | 0.94 | 0.81 | 0.00 | 0.84 | 0.85 | 0.83 | 0.94 |
-| plasma cell | 24580 | 0.98 | 0.97 | 0.98 | 0.97 | 0.00 | 0.97 | 0.98 | 0.97 | 0.99 |
-| bladder urothelial cell | 24516 | 0.98 | 0.96 | 0.98 | 0.78 | 0.00 | 0.95 | 0.98 | 0.97 | 0.99 |
-| monocyte | 23207 | 0.44 | 0.31 | 0.86 | 0.73 | 0.00 | 0.59 | 0.51 | 0.53 | 0.72 |
-| mesenchymal stem cell | 21124 | 0.89 | 0.73 | 0.95 | 0.72 | 0.00 | 0.94 | 0.91 | 0.82 | 0.95 |
-| smooth muscle cell | 16525 | 0.73 | 0.64 | 0.93 | 0.85 | 0.00 | 0.84 | 0.75 | 0.75 | 0.88 |
-| classical monocyte | 16439 | 0.58 | 0.55 | 0.84 | 0.74 | 0.00 | 0.71 | 0.59 | 0.65 | 0.77 |
-| luminal epithelial cell of mammary gland | 13905 | 0.98 | 0.00 | 0.98 | 0.85 | 0.00 | 0.96 | 0.98 | 0.96 | 0.99 |
-| capillary endothelial cell | 13793 | 0.70 | 0.54 | 0.93 | 0.78 | 0.00 | 0.76 | 0.69 | 0.68 | 0.85 |
-| erythrocyte | 13136 | 0.97 | 0.96 | 0.98 | 0.98 | 0.00 | 0.97 | 0.96 | 0.96 | 0.97 |
-| natural killer cell | 12736 | 0.72 | 0.73 | 0.83 | 0.80 | 0.00 | 0.72 | 0.68 | 0.70 | 0.77 |
-| enterocyte of epithelium proper of duodenum | 12144 | 0.91 | 0.00 | 0.88 | 0.75 | 0.00 | 0.94 | 0.91 | 0.89 | 0.96 |
-| stratified squamous epithelial cell | 11080 | 0.84 | 0.72 | 0.93 | 0.83 | 0.00 | 0.83 | 0.85 | 0.82 | 0.90 |
-| acinar cell of salivary gland | 11027 | 0.95 | 0.74 | 0.97 | 0.80 | 0.00 | 0.95 | 0.95 | 0.93 | 0.98 |
-| pulmonary alveolar type 2 cell | 10382 | 0.97 | 0.96 | 0.99 | 0.89 | 0.00 | 0.96 | 0.97 | 0.96 | 0.98 |
-| conjunctival epithelial cell | 9912 | 0.91 | 0.70 | 0.91 | 0.71 | 0.00 | 0.91 | 0.94 | 0.90 | 0.96 |
-| pericyte | 9774 | 0.64 | 0.49 | 0.90 | 0.77 | 0.00 | 0.72 | 0.69 | 0.67 | 0.81 |
-| luminal cell of prostate epithelium | 9586 | 0.91 | 0.68 | 0.96 | 0.86 | 0.00 | 0.93 | 0.94 | 0.92 | 0.95 |
-| cardiac endothelial cell | 9147 | 0.94 | 0.80 | 0.98 | 0.83 | 0.00 | 0.97 | 0.95 | 0.88 | 0.98 |
-| naive thymus-derived CD4-positive, alpha-beta T cell | 8856 | 0.21 | 0.02 | 0.51 | 0.32 | 0.00 | 0.28 | 0.24 | 0.30 | 0.39 |
-| kidney epithelial cell | 8324 | 0.98 | 0.22 | 0.97 | 0.79 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |
-| hepatocyte | 6650 | 1.00 | 0.98 | 0.98 | 0.89 | 0.00 | 0.97 | 0.99 | 0.98 | 1.00 |
-| blood vessel smooth muscle cell | 6012 | 0.73 | 0.20 | 0.95 | 0.87 | 0.00 | 0.94 | 0.90 | 0.79 | 0.95 |
-| enterocyte of epithelium proper of ileum | 5837 | 0.97 | 0.00 | 0.86 | 0.67 | 0.00 | 0.96 | 0.98 | 0.96 | 0.98 |
-| T cell | 5644 | 0.47 | 0.17 | 0.70 | 0.41 | 0.00 | 0.45 | 0.40 | 0.38 | 0.64 |
-| mast cell | 5639 | 0.87 | 0.84 | 0.97 | 0.94 | 0.00 | 0.95 | 0.92 | 0.88 | 0.95 |
-| skeletal muscle satellite stem cell | 5579 | 0.95 | 0.92 | 0.98 | 0.92 | 0.00 | 0.96 | 0.95 | 0.91 | 0.97 |
-| regular atrial cardiac myocyte | 5261 | 0.82 | 0.62 | 0.91 | 0.75 | 0.00 | 0.96 | 0.91 | 0.91 | 0.95 |
-| pancreatic acinar cell | 4921 | 0.95 | 0.01 | 0.97 | 0.83 | 0.00 | 0.91 | 0.98 | 0.96 | 0.99 |
-| intermediate monocyte | 4943 | 0.38 | 0.10 | 0.71 | 0.53 | 0.00 | 0.27 | 0.38 | 0.46 | 0.57 |
-| mature NK T cell | 4847 | 0.38 | 0.42 | 0.69 | 0.61 | 0.00 | 0.51 | 0.37 | 0.46 | 0.63 |
-| mononuclear phagocyte | 4876 | 0.42 | 0.00 | 0.96 | 0.57 | 0.00 | 0.90 | 0.68 | 0.53 | 0.91 |
-| fibroblast of breast | 4771 | 0.81 | 0.00 | 0.99 | 0.67 | 0.00 | 0.82 | 0.85 | 0.71 | 0.97 |
-| vascular associated smooth muscle cell | 4541 | 0.68 | 0.02 | 0.86 | 0.67 | 0.00 | 0.76 | 0.65 | 0.65 | 0.79 |
-| vein endothelial cell | 4236 | 0.42 | 0.09 | 0.87 | 0.60 | 0.00 | 0.55 | 0.50 | 0.49 | 0.72 |
-| CD4-positive, alpha-beta thymocyte | 4228 | 0.39 | 0.00 | 0.75 | 0.58 | 0.00 | 0.67 | 0.38 | 0.35 | 0.72 |
-| enterocyte of epithelium of large intestine | 4141 | 0.78 | 0.24 | 0.75 | 0.71 | 0.00 | 0.83 | 0.80 | 0.86 | 0.85 |
-| myofibroblast cell | 4007 | 0.64 | 0.14 | 0.91 | 0.76 | 0.00 | 0.71 | 0.63 | 0.61 | 0.86 |
-| thymic fibroblast type 2 | 3766 | 0.58 | 0.00 | 0.86 | 0.52 | 0.00 | 0.86 | 0.67 | 0.56 | 0.90 |
-| corneal epithelial cell | 3792 | 0.90 | 0.00 | 0.95 | 0.89 | 0.00 | 0.94 | 0.96 | 0.92 | 0.96 |
-| spermatid | 3597 | 0.96 | 0.00 | 0.98 | 0.98 | 0.00 | 0.98 | 0.99 | 0.96 | 0.99 |
-| duct epithelial cell | 3533 | 0.81 | 0.38 | 0.92 | 0.74 | 0.00 | 0.86 | 0.86 | 0.79 | 0.91 |
-| mesenchymal stem cell of adipose tissue | 3433 | 0.28 | 0.00 | 0.75 | 0.58 | 0.00 | 0.48 | 0.32 | 0.37 | 0.55 |
-| basal cell of prostate epithelium | 3145 | 0.73 | 0.01 | 0.93 | 0.77 | 0.00 | 0.83 | 0.88 | 0.75 | 0.88 |
-| endothelial cell of artery | 3109 | 0.47 | 0.28 | 0.84 | 0.66 | 0.00 | 0.69 | 0.63 | 0.55 | 0.79 |
-| stromal cell | 3118 | 0.61 | 0.01 | 0.70 | 0.58 | 0.00 | 0.89 | 0.79 | 0.70 | 0.93 |
-| thymic fibroblast type 1 | 2937 | 0.30 | 0.00 | 0.91 | 0.55 | 0.00 | 0.86 | 0.68 | 0.48 | 0.87 |
-| pulmonary alveolar type 1 cell | 2802 | 0.96 | 0.93 | 0.98 | 0.93 | 0.00 | 0.95 | 0.98 | 0.94 | 0.98 |
-| spermatocyte | 2772 | 0.92 | 0.00 | 0.97 | 0.93 | 0.00 | 0.96 | 0.98 | 0.96 | 0.98 |
-| pancreatic ductal cell | 2448 | 0.89 | 0.13 | 0.95 | 0.83 | 0.00 | 0.87 | 0.96 | 0.94 | 0.97 |
-| regulatory T cell | 2370 | 0.10 | 0.00 | 0.41 | 0.32 | 0.00 | 0.27 | 0.33 | 0.34 | 0.49 |
-| ventricular cardiac muscle cell | 2358 | 0.30 | 0.00 | 0.81 | 0.67 | 0.00 | 0.96 | 0.83 | 0.84 | 0.88 |
-| endothelial cell of lymphatic vessel | 2188 | 0.66 | 0.46 | 0.94 | 0.76 | 0.00 | 0.76 | 0.63 | 0.64 | 0.80 |
-| hematopoietic precursor cell | 1919 | 0.63 | 0.65 | 0.84 | 0.78 | 0.00 | 0.46 | 0.60 | 0.61 | 0.78 |
-| retinal blood vessel endothelial cell | 1866 | 0.23 | 0.00 | 0.92 | 0.47 | 0.00 | 0.96 | 0.63 | 0.54 | 0.91 |
-| small intestine goblet cell | 1824 | 0.87 | 0.52 | 0.93 | 0.85 | 0.00 | 0.87 | 0.94 | 0.90 | 0.95 |
-| gamma-delta T cell | 1809 | 0.20 | 0.11 | 0.78 | 0.38 | 0.00 | 0.56 | 0.67 | 0.49 | 0.79 |
-| fibroblast of cardiac tissue | 1764 | 0.95 | 0.18 | 0.99 | 0.54 | 0.00 | 0.85 | 0.74 | 0.68 | 0.98 |
-| paneth cell of epithelium of small intestine | 1675 | 0.48 | 0.41 | 0.79 | 0.58 | 0.00 | 0.68 | 0.69 | 0.74 | 0.83 |
-| club cell | 1585 | 0.82 | 0.68 | 0.91 | 0.70 | 0.00 | 0.76 | 0.80 | 0.74 | 0.89 |
-| intestinal crypt stem cell of colon | 1561 | 0.74 | 0.46 | 0.80 | 0.62 | 0.00 | 0.76 | 0.87 | 0.85 | 0.92 |
-| progenitor cell of mammary luminal epithelium | 1520 | 0.98 | 0.00 | 0.99 | 0.97 | 0.00 | 0.94 | 0.96 | 0.93 | 0.99 |
-| epithelial cell | 1502 | 0.90 | 0.29 | 0.98 | 0.73 | 0.00 | 0.90 | 0.92 | 0.92 | 0.95 |
-| basophil | 1507 | 0.44 | 0.01 | 0.96 | 0.85 | 0.00 | 0.86 | 0.80 | 0.69 | 0.92 |
-| large intestine goblet cell | 1415 | 0.88 | 0.15 | 0.93 | 0.77 | 0.00 | 0.77 | 0.94 | 0.89 | 0.94 |
-| eye photoreceptor cell | 1385 | 0.90 | 0.90 | 0.96 | 0.94 | 0.00 | 0.96 | 0.98 | 0.97 | 0.97 |
-| epithelial cell of uterus | 1267 | 0.93 | 0.23 | 0.98 | 0.65 | 0.00 | 0.90 | 0.92 | 0.86 | 0.98 |
-| enterocyte of epithelium proper of small intestine | 1279 | 0.37 | 0.00 | 0.76 | 0.58 | 0.00 | 0.79 | 0.62 | 0.67 | 0.83 |
-| tissue-resident macrophage | 1237 | 0.60 | 0.00 | 0.85 | 0.64 | 0.00 | 0.47 | 0.51 | 0.48 | 0.72 |
-| acinar cell | 1204 | 0.82 | 0.31 | 0.97 | 0.88 | 0.00 | 0.89 | 0.92 | 0.89 | 0.93 |
-| non-classical monocyte | 1148 | 0.35 | 0.30 | 0.55 | 0.37 | 0.00 | 0.24 | 0.35 | 0.37 | 0.60 |
-| lung ciliated cell | 1078 | 0.74 | 0.14 | 0.98 | 0.91 | 0.00 | 0.97 | 0.95 | 0.92 | 0.98 |
-| activated CD8-positive, alpha-beta T cell | 1038 | 0.38 | 0.00 | 0.87 | 0.45 | 0.00 | 0.58 | 0.33 | 0.32 | 0.71 |
-| alveolar adventitial fibroblast | 1002 | 0.76 | 0.01 | 0.94 | 0.61 | 0.00 | 0.64 | 0.61 | 0.75 | 0.95 |
-| naive thymus-derived CD8-positive, alpha-beta T cell | 938 | 0.14 | 0.00 | 0.61 | 0.40 | 0.00 | 0.19 | 0.18 | 0.14 | 0.45 |
-| adventitial cell | 939 | 0.16 | 0.00 | 0.89 | 0.55 | 0.00 | 0.64 | 0.32 | 0.35 | 0.83 |
-| respiratory goblet cell | 935 | 0.53 | 0.39 | 0.90 | 0.73 | 0.00 | 0.59 | 0.64 | 0.66 | 0.85 |
-| theca cell | 937 | 0.66 | 0.00 | 0.87 | 0.74 | 0.00 | 0.62 | 0.79 | 0.61 | 0.89 |
-| myeloid leukocyte | 909 | 0.14 | 0.00 | 0.84 | 0.45 | 0.00 | 0.68 | 0.31 | 0.21 | 0.77 |
-| keratocyte | 896 | 0.36 | 0.00 | 0.77 | 0.31 | 0.00 | 0.53 | 0.54 | 0.39 | 0.78 |
-| enteroglial cell | 901 | 0.83 | 0.53 | 0.97 | 0.91 | 0.00 | 0.83 | 0.91 | 0.81 | 0.89 |
-| erythroid progenitor cell | 879 | 0.61 | 0.56 | 0.84 | 0.82 | 0.00 | 0.74 | 0.77 | 0.76 | 0.78 |
-| innate lymphoid cell | 874 | 0.18 | 0.10 | 0.57 | 0.46 | 0.00 | 0.55 | 0.24 | 0.25 | 0.50 |
-| myometrial cell | 831 | 0.82 | 0.00 | 0.88 | 0.67 | 0.00 | 0.79 | 0.68 | 0.62 | 0.89 |
-| endothelial cell of vascular tree | 785 | 0.43 | 0.01 | 0.81 | 0.62 | 0.00 | 0.66 | 0.60 | 0.50 | 0.79 |
-| hematopoietic stem cell | 767 | 0.71 | 0.52 | 0.85 | 0.80 | 0.00 | 0.74 | 0.87 | 0.83 | 0.87 |
-| salivary gland cell | 762 | 0.55 | 0.00 | 0.92 | 0.72 | 0.00 | 0.81 | 0.56 | 0.63 | 0.91 |
-| granulocyte | 693 | 0.23 | 0.00 | 0.70 | 0.66 | 0.00 | 0.23 | 0.28 | 0.22 | 0.58 |
-| CD8-positive, alpha-beta thymocyte | 659 | 0.23 | 0.00 | 0.58 | 0.45 | 0.00 | 0.55 | 0.32 | 0.32 | 0.77 |
-| ciliated columnar cell of tracheobronchial tree | 652 | 0.26 | 0.07 | 0.97 | 0.86 | 0.00 | 0.94 | 0.94 | 0.88 | 0.98 |
-| intrahepatic cholangiocyte | 616 | 0.97 | 0.02 | 0.97 | 0.82 | 0.00 | 0.92 | 0.97 | 0.91 | 0.99 |
-| mural cell | 545 | 0.32 | 0.07 | 0.95 | 0.62 | 0.00 | 0.65 | 0.65 | 0.57 | 0.96 |
-| intestinal crypt stem cell of small intestine | 531 | 0.24 | 0.18 | 0.42 | 0.36 | 0.00 | 0.35 | 0.50 | 0.55 | 0.59 |
-| activated CD4-positive, alpha-beta T cell | 495 | 0.04 | 0.00 | 0.55 | 0.30 | 0.00 | 0.16 | 0.14 | 0.13 | 0.32 |
-| myeloid dendritic cell | 525 | 0.13 | 0.04 | 0.59 | 0.44 | 0.00 | 0.19 | 0.24 | 0.20 | 0.33 |
-| Mueller cell | 459 | 0.64 | 0.30 | 0.84 | 0.79 | 0.00 | 0.86 | 0.95 | 0.83 | 0.91 |
-| fast muscle cell | 443 | 0.69 | 0.49 | 0.94 | 0.87 | 0.00 | 0.92 | 0.80 | 0.89 | 0.94 |
-| platelet | 457 | 0.90 | 0.89 | 0.96 | 0.93 | 0.00 | 0.78 | 0.94 | 0.78 | 0.96 |
-| myoepithelial cell | 445 | 0.72 | 0.17 | 0.91 | 0.77 | 0.00 | 0.64 | 0.63 | 0.45 | 0.92 |
-| common myeloid progenitor | 403 | 0.60 | 0.27 | 0.84 | 0.76 | 0.00 | 0.65 | 0.88 | 0.80 | 0.88 |
-| thymocyte | 413 | 0.00 | 0.00 | 0.65 | 0.53 | 0.00 | 0.53 | 0.45 | 0.32 | 0.88 |
-| intestinal tuft cell | 422 | 0.85 | 0.79 | 0.97 | 0.87 | 0.00 | 0.96 | 0.97 | 0.97 | 0.97 |
-| pancreatic stellate cell | 393 | 0.00 | 0.00 | 0.97 | 0.63 | 0.00 | 0.62 | 0.57 | 0.40 | 0.87 |
-| tendon cell | 385 | 0.63 | 0.01 | 0.74 | 0.54 | 0.00 | 0.42 | 0.55 | 0.33 | 0.81 |
-| microglial cell | 369 | 0.09 | 0.00 | 0.75 | 0.27 | 0.00 | 0.50 | 0.25 | 0.19 | 0.57 |
-| muscle cell | 359 | 0.72 | 0.00 | 0.98 | 0.94 | 0.00 | 0.92 | 0.75 | 0.94 | 0.96 |
-| enterocyte of epithelium proper of jejunum | 353 | 0.00 | 0.00 | 0.65 | 0.56 | 0.00 | 0.93 | 0.56 | 0.40 | 0.93 |
-| mesothelial cell | 316 | 0.61 | 0.47 | 0.94 | 0.83 | 0.00 | 0.61 | 0.50 | 0.74 | 0.78 |
-| colon endothelial cell | 305 | 0.02 | 0.00 | 0.87 | 0.35 | 0.00 | 0.57 | 0.26 | 0.33 | 0.82 |
-| colon macrophage | 293 | 0.20 | 0.00 | 0.83 | 0.46 | 0.00 | 0.80 | 0.30 | 0.27 | 0.88 |
-| serous cell of epithelium of trachea | 299 | 0.40 | 0.00 | 0.87 | 0.65 | 0.00 | 0.34 | 0.49 | 0.55 | 0.84 |
-| ciliated epithelial cell | 286 | 0.87 | 0.00 | 0.98 | 0.83 | 0.00 | 0.96 | 0.98 | 0.95 | 0.98 |
-| Schwann cell | 290 | 0.71 | 0.32 | 0.87 | 0.72 | 0.00 | 0.56 | 0.79 | 0.75 | 0.85 |
-| supporting cell of vestibular epithelium | 239 | 0.84 | 0.00 | 0.72 | 0.78 | 0.00 | 0.80 | 1.00 | 0.88 | 0.99 |
-| mucus secreting cell | 246 | 0.52 | 0.02 | 0.89 | 0.74 | 0.00 | 0.72 | 0.70 | 0.74 | 0.88 |
-| enteroendocrine cell of small intestine | 239 | 0.67 | 0.08 | 0.88 | 0.77 | 0.00 | 0.85 | 0.96 | 0.85 | 0.94 |
-| ovarian surface epithelial cell | 222 | 0.43 | 0.07 | 0.93 | 0.87 | 0.00 | 0.62 | 0.84 | 0.70 | 0.96 |
-| transit amplifying cell of colon | 214 | 0.50 | 0.17 | 0.66 | 0.48 | 0.00 | 0.35 | 0.75 | 0.67 | 0.86 |
-| glandular epithelial cell | 209 | 0.58 | 0.03 | 0.91 | 0.67 | 0.00 | 0.88 | 0.96 | 0.72 | 0.99 |
-| melanocyte | 210 | 0.65 | 0.30 | 0.86 | 0.66 | 0.00 | 0.75 | 0.85 | 0.75 | 0.92 |
-| tracheal goblet cell | 212 | 0.00 | 0.14 | 0.87 | 0.70 | 0.00 | 0.70 | 0.83 | 0.69 | 0.94 |
-| hepatic stellate cell | 197 | 0.36 | 0.00 | 0.83 | 0.40 | 0.00 | 0.51 | 0.54 | 0.36 | 0.73 |
-| bronchial smooth muscle cell | 194 | 0.00 | 0.00 | 0.75 | 0.49 | 0.00 | 0.31 | 0.48 | 0.53 | 0.77 |
-| paneth cell of colon | 196 | 0.44 | 0.07 | 0.76 | 0.62 | 0.00 | 0.47 | 0.81 | 0.37 | 0.90 |
-| tongue muscle cell | 184 | 0.43 | 0.00 | 0.90 | 0.74 | 0.00 | 0.55 | 0.72 | 0.51 | 0.95 |
-| leukocyte | 173 | 0.10 | 0.01 | 0.63 | 0.13 | 0.00 | 0.33 | 0.29 | 0.15 | 0.47 |
-| tuft cell of colon | 146 | 0.00 | 0.03 | 0.88 | 0.60 | 0.00 | 0.83 | 0.90 | 0.90 | 0.98 |
-| slow muscle cell | 155 | 0.70 | 0.15 | 0.87 | 0.77 | 0.00 | 0.58 | 0.91 | 0.91 | 0.95 |
-| ionocyte | 147 | 0.58 | 0.05 | 0.82 | 0.64 | 0.00 | 0.34 | 0.86 | 0.80 | 0.93 |
-| connective tissue cell | 132 | 0.01 | 0.00 | 0.97 | 0.82 | 0.00 | 0.37 | 0.47 | 0.25 | 0.94 |
-| neuro-medullary thymic epithelial cell | 123 | 0.28 | 0.20 | 0.85 | 0.74 | 0.00 | 0.54 | 0.42 | 0.49 | 0.48 |
-| sebum secreting cell | 117 | 0.00 | 0.02 | 0.93 | 0.48 | 0.00 | 0.65 | 0.94 | 0.64 | 0.93 |
-| endothelial cell of arteriole | 121 | 0.00 | 0.00 | 0.94 | 0.32 | 0.00 | 0.72 | 0.52 | 0.49 | 0.98 |
-| male germ cell | 104 | 0.00 | 0.00 | 0.90 | 0.83 | 0.00 | 0.79 | 1.00 | 0.78 | 0.99 |
-| type B pancreatic cell | 92 | 0.81 | 0.00 | 0.94 | 0.86 | 0.00 | 0.92 | 1.00 | 0.96 | 0.99 |
-| hematopoietic cell | 90 | 0.00 | 0.00 | 0.75 | 0.61 | 0.00 | 0.34 | 0.59 | 0.43 | 0.83 |
-| plasmacytoid dendritic cell | 94 | 0.53 | 0.29 | 0.78 | 0.67 | 0.00 | 0.15 | 0.62 | 0.39 | 0.71 |
-| neuron | 78 | 0.00 | 0.00 | 0.99 | 0.81 | 0.00 | 0.61 | 0.65 | 0.79 | 0.96 |
-| myeloid cell | 76 | 0.00 | 0.00 | 0.66 | 0.03 | 0.00 | 0.29 | 0.34 | 0.28 | 0.74 |
-| myo-medullary thymic epithelial cell | 74 | 0.68 | 0.00 | 0.95 | 0.85 | 0.00 | 0.91 | 0.90 | 0.94 | 0.96 |
-| Langerhans cell | 66 | 0.00 | 0.00 | 0.85 | 0.54 | 0.00 | 0.24 | 0.39 | 0.42 | 0.87 |
-| interstitial cell of Cajal | 64 | 0.00 | 0.00 | 0.95 | 0.72 | 0.00 | 0.61 | 0.58 | 0.60 | 0.94 |
-| retinal pigment epithelial cell | 61 | 0.83 | 0.00 | 0.98 | 0.91 | 0.00 | 0.95 | 1.00 | 0.93 | 0.99 |
-| peritubular myoid cell | 59 | 0.20 | 0.00 | 0.72 | 0.63 | 0.00 | 0.55 | 0.53 | 0.62 | 0.83 |
-| spermatogonium | 54 | 0.00 | 0.00 | 0.74 | 0.57 | 0.00 | 0.56 | 0.94 | 0.80 | 0.89 |
-| retinal bipolar neuron | 50 | 0.00 | 0.04 | 0.86 | 0.72 | 0.00 | 0.30 | 0.72 | 0.89 | 0.90 |
-| endothelial cell of venule | 45 | 0.00 | 0.00 | 0.96 | 0.27 | 0.00 | 0.57 | 0.85 | 0.54 | 0.97 |
-| vestibular dark cell | 44 | 0.00 | 0.00 | 0.45 | 0.23 | 0.00 | 0.34 | 1.00 | 0.93 | 0.96 |
-| pancreatic A cell | 46 | 0.67 | 0.00 | 0.92 | 0.87 | 0.00 | 0.95 | 1.00 | 1.00 | 1.00 |
-| type L enteroendocrine cell | 40 | 0.00 | 0.09 | 0.89 | 0.73 | 0.00 | 0.84 | 0.95 | 0.93 | 1.00 |
-| medullary thymic epithelial cell | 40 | 0.00 | 0.00 | 0.75 | 0.26 | 0.00 | 0.40 | 0.94 | 0.73 | 0.92 |
-| adipocyte | 37 | 0.00 | 0.00 | 0.69 | 0.48 | 0.00 | 0.55 | 0.69 | 0.46 | 0.88 |
-| transit amplifying cell of small intestine | 34 | 0.00 | 0.00 | 0.40 | 0.33 | 0.00 | 0.14 | 0.83 | 0.75 | 0.91 |
-| taste receptor cell | 29 | 0.00 | 0.00 | 0.82 | 0.47 | 0.00 | 0.09 | 0.84 | 0.27 | 0.89 |
-| enterochromaffin-like cell | 25 | 0.00 | 0.01 | 0.83 | 0.59 | 0.00 | 0.85 | 1.00 | 0.89 | 0.96 |
-| enteroendocrine cell | 21 | 0.00 | 0.00 | 0.91 | 0.73 | 0.00 | 0.72 | 0.93 | 0.84 | 0.93 |
-| pulmonary ionocyte | 23 | 0.00 | 0.00 | 0.75 | 0.45 | 0.00 | 0.25 | 0.96 | 0.73 | 0.92 |
-| glial cell | 19 | 0.00 | 0.00 | 0.75 | 0.62 | 0.00 | 0.25 | 0.76 | 0.30 | 0.64 |
-| oocyte | 13 | 0.00 | 0.03 | 0.90 | 0.77 | 0.00 | 0.37 | 0.90 | 0.87 | 0.87 |
-| serous cell of epithelium of bronchus | 15 | 0.00 | 0.00 | 0.93 | 0.12 | 0.00 | 0.14 | 0.71 | 0.94 | 1.00 |
-| radial glial cell | 13 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.08 | 0.25 | 0.17 | 0.40 |
-| Leydig cell | 7 | 0.00 | 0.00 | 0.17 | 0.22 | 0.00 | 0.20 | 0.16 | 0.45 | 0.88 |
-| pancreatic D cell | 8 | 0.00 | 0.00 | 0.50 | 0.57 | 0.00 | 0.89 | 1.00 | 1.00 | 1.00 |
-| T follicular helper cell | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.62 | 0.42 | 0.89 |
-| retina horizontal cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.29 | 1.00 | 0.89 | 0.86 |
-| erythroid lineage cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.80 | 0.80 | 0.67 |
-| pancreatic PP cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.22 | 1.00 | 1.00 | 1.00 |
-| epithelial fate stem cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.12 | 0.06 | 0.50 | 1.00 |
-| mesenchymal cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.15 | 1.00 | 1.00 |
+| B cell | 103041 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.97 | 0.98 | 0.98 | 0.99 |
+| CD4-positive, alpha-beta T cell | 87356 | 0.57 | 0.78 | 0.87 | 0.82 | 0.00 | 0.57 | 0.43 | 0.49 | 0.82 |
+| fibroblast | 74984 | 0.78 | 0.75 | 0.97 | 0.84 | 0.00 | 0.85 | 0.66 | 0.65 | 0.93 |
+| CD8-positive, alpha-beta T cell | 68662 | 0.72 | 0.77 | 0.87 | 0.82 | 0.00 | 0.75 | 0.57 | 0.63 | 0.83 |
+| neutrophil | 62691 | 0.95 | 0.97 | 0.99 | 0.98 | 0.00 | 0.95 | 0.95 | 0.94 | 0.99 |
+| macrophage | 62114 | 0.79 | 0.83 | 0.95 | 0.87 | 0.00 | 0.78 | 0.73 | 0.71 | 0.91 |
+| stromal cell of ovary | 31562 | 0.94 | 0.70 | 0.94 | 0.84 | 0.00 | 0.95 | 0.96 | 0.93 | 0.98 |
+| endothelial cell | 30425 | 0.69 | 0.70 | 0.96 | 0.82 | 0.00 | 0.77 | 0.72 | 0.66 | 0.91 |
+| basal cell | 30188 | 0.85 | 0.80 | 0.94 | 0.82 | 0.00 | 0.83 | 0.87 | 0.83 | 0.94 |
+| plasma cell | 24698 | 0.97 | 0.98 | 0.98 | 0.97 | 0.00 | 0.97 | 0.98 | 0.97 | 0.99 |
+| bladder urothelial cell | 24521 | 0.97 | 0.96 | 0.98 | 0.76 | 0.00 | 0.92 | 0.98 | 0.97 | 0.99 |
+| monocyte | 23187 | 0.45 | 0.30 | 0.86 | 0.72 | 0.00 | 0.56 | 0.51 | 0.56 | 0.72 |
+| mesenchymal stem cell | 21176 | 0.84 | 0.74 | 0.95 | 0.68 | 0.00 | 0.93 | 0.90 | 0.81 | 0.95 |
+| smooth muscle cell | 16656 | 0.68 | 0.64 | 0.93 | 0.85 | 0.00 | 0.85 | 0.75 | 0.75 | 0.88 |
+| classical monocyte | 16363 | 0.52 | 0.56 | 0.84 | 0.73 | 0.00 | 0.71 | 0.59 | 0.67 | 0.78 |
+| luminal epithelial cell of mammary gland | 13840 | 0.98 | 0.00 | 0.98 | 0.83 | 0.00 | 0.94 | 0.98 | 0.97 | 0.99 |
+| capillary endothelial cell | 13764 | 0.68 | 0.57 | 0.93 | 0.80 | 0.00 | 0.78 | 0.71 | 0.68 | 0.84 |
+| erythrocyte | 13116 | 0.97 | 0.96 | 0.98 | 0.98 | 0.00 | 0.97 | 0.96 | 0.96 | 0.98 |
+| natural killer cell | 12793 | 0.73 | 0.74 | 0.83 | 0.80 | 0.00 | 0.74 | 0.70 | 0.70 | 0.77 |
+| enterocyte of epithelium proper of duodenum | 12093 | 0.90 | 0.00 | 0.87 | 0.71 | 0.00 | 0.94 | 0.92 | 0.88 | 0.97 |
+| stratified squamous epithelial cell | 11064 | 0.82 | 0.71 | 0.93 | 0.81 | 0.00 | 0.86 | 0.85 | 0.82 | 0.90 |
+| acinar cell of salivary gland | 11001 | 0.88 | 0.71 | 0.97 | 0.78 | 0.00 | 0.93 | 0.94 | 0.91 | 0.98 |
+| pulmonary alveolar type 2 cell | 10410 | 0.94 | 0.96 | 0.99 | 0.87 | 0.00 | 0.95 | 0.97 | 0.96 | 0.98 |
+| conjunctival epithelial cell | 9930 | 0.92 | 0.70 | 0.91 | 0.73 | 0.00 | 0.94 | 0.94 | 0.87 | 0.96 |
+| pericyte | 9818 | 0.57 | 0.50 | 0.90 | 0.76 | 0.00 | 0.72 | 0.62 | 0.68 | 0.82 |
+| luminal cell of prostate epithelium | 9588 | 0.90 | 0.44 | 0.96 | 0.81 | 0.00 | 0.93 | 0.94 | 0.92 | 0.96 |
+| cardiac endothelial cell | 9044 | 0.94 | 0.78 | 0.98 | 0.82 | 0.00 | 0.96 | 0.95 | 0.89 | 0.97 |
+| naive thymus-derived CD4-positive, alpha-beta T cell | 8845 | 0.23 | 0.02 | 0.51 | 0.28 | 0.00 | 0.28 | 0.24 | 0.30 | 0.37 |
+| kidney epithelial cell | 8393 | 0.97 | 0.17 | 0.97 | 0.82 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |
+| hepatocyte | 6719 | 0.99 | 0.98 | 0.98 | 0.87 | 0.00 | 0.98 | 0.99 | 0.97 | 1.00 |
+| blood vessel smooth muscle cell | 5977 | 0.68 | 0.20 | 0.95 | 0.88 | 0.00 | 0.93 | 0.89 | 0.80 | 0.95 |
+| enterocyte of epithelium proper of ileum | 5829 | 0.94 | 0.00 | 0.84 | 0.65 | 0.00 | 0.96 | 0.98 | 0.93 | 0.98 |
+| T cell | 5617 | 0.40 | 0.17 | 0.70 | 0.41 | 0.00 | 0.39 | 0.34 | 0.39 | 0.62 |
+| mast cell | 5620 | 0.85 | 0.84 | 0.97 | 0.93 | 0.00 | 0.93 | 0.91 | 0.90 | 0.96 |
+| skeletal muscle satellite stem cell | 5591 | 0.87 | 0.93 | 0.98 | 0.91 | 0.00 | 0.96 | 0.94 | 0.91 | 0.97 |
+| regular atrial cardiac myocyte | 5252 | 0.83 | 0.21 | 0.91 | 0.75 | 0.00 | 0.96 | 0.88 | 0.92 | 0.95 |
+| pancreatic acinar cell | 4946 | 0.95 | 0.02 | 0.97 | 0.83 | 0.00 | 0.93 | 0.98 | 0.96 | 0.99 |
+| intermediate monocyte | 4924 | 0.29 | 0.11 | 0.70 | 0.53 | 0.00 | 0.28 | 0.37 | 0.46 | 0.59 |
+| mature NK T cell | 4847 | 0.42 | 0.40 | 0.69 | 0.56 | 0.00 | 0.51 | 0.40 | 0.48 | 0.64 |
+| mononuclear phagocyte | 4793 | 0.43 | 0.00 | 0.96 | 0.54 | 0.00 | 0.81 | 0.67 | 0.52 | 0.92 |
+| fibroblast of breast | 4738 | 0.95 | 0.00 | 0.99 | 0.74 | 0.00 | 0.85 | 0.87 | 0.67 | 0.98 |
+| vascular associated smooth muscle cell | 4493 | 0.65 | 0.01 | 0.86 | 0.67 | 0.00 | 0.70 | 0.63 | 0.65 | 0.79 |
+| vein endothelial cell | 4211 | 0.35 | 0.07 | 0.87 | 0.63 | 0.00 | 0.56 | 0.51 | 0.49 | 0.72 |
+| CD4-positive, alpha-beta thymocyte | 4182 | 0.37 | 0.00 | 0.74 | 0.48 | 0.00 | 0.57 | 0.43 | 0.39 | 0.70 |
+| enterocyte of epithelium of large intestine | 4130 | 0.71 | 0.23 | 0.75 | 0.61 | 0.00 | 0.85 | 0.82 | 0.85 | 0.85 |
+| myofibroblast cell | 4008 | 0.51 | 0.13 | 0.91 | 0.72 | 0.00 | 0.73 | 0.64 | 0.58 | 0.85 |
+| thymic fibroblast type 2 | 3771 | 0.52 | 0.00 | 0.86 | 0.56 | 0.00 | 0.88 | 0.67 | 0.55 | 0.90 |
+| corneal epithelial cell | 3782 | 0.93 | 0.00 | 0.95 | 0.85 | 0.00 | 0.94 | 0.95 | 0.93 | 0.96 |
+| spermatid | 3593 | 0.91 | 0.00 | 0.99 | 0.97 | 0.00 | 0.98 | 0.99 | 0.97 | 0.99 |
+| duct epithelial cell | 3489 | 0.67 | 0.34 | 0.92 | 0.71 | 0.00 | 0.78 | 0.83 | 0.80 | 0.91 |
+| mesenchymal stem cell of adipose tissue | 3399 | 0.18 | 0.00 | 0.75 | 0.54 | 0.00 | 0.50 | 0.34 | 0.37 | 0.58 |
+| basal cell of prostate epithelium | 3159 | 0.71 | 0.01 | 0.93 | 0.74 | 0.00 | 0.85 | 0.84 | 0.78 | 0.89 |
+| endothelial cell of artery | 3101 | 0.42 | 0.28 | 0.85 | 0.65 | 0.00 | 0.65 | 0.64 | 0.54 | 0.78 |
+| stromal cell | 3095 | 0.43 | 0.00 | 0.69 | 0.57 | 0.00 | 0.80 | 0.77 | 0.73 | 0.92 |
+| thymic fibroblast type 1 | 2948 | 0.00 | 0.00 | 0.92 | 0.44 | 0.00 | 0.87 | 0.56 | 0.51 | 0.87 |
+| pulmonary alveolar type 1 cell | 2803 | 0.97 | 0.89 | 0.99 | 0.94 | 0.00 | 0.95 | 0.98 | 0.95 | 0.98 |
+| spermatocyte | 2753 | 0.83 | 0.00 | 0.97 | 0.92 | 0.00 | 0.94 | 0.98 | 0.96 | 0.98 |
+| pancreatic ductal cell | 2452 | 0.89 | 0.07 | 0.95 | 0.82 | 0.00 | 0.93 | 0.96 | 0.92 | 0.97 |
+| regulatory T cell | 2388 | 0.08 | 0.00 | 0.39 | 0.24 | 0.00 | 0.26 | 0.19 | 0.21 | 0.45 |
+| ventricular cardiac muscle cell | 2350 | 0.26 | 0.00 | 0.81 | 0.66 | 0.00 | 0.96 | 0.79 | 0.85 | 0.88 |
+| endothelial cell of lymphatic vessel | 2182 | 0.65 | 0.48 | 0.95 | 0.74 | 0.00 | 0.65 | 0.65 | 0.64 | 0.78 |
+| hematopoietic precursor cell | 1923 | 0.57 | 0.64 | 0.83 | 0.79 | 0.00 | 0.50 | 0.64 | 0.62 | 0.83 |
+| retinal blood vessel endothelial cell | 1901 | 0.05 | 0.00 | 0.92 | 0.48 | 0.00 | 0.95 | 0.69 | 0.55 | 0.90 |
+| small intestine goblet cell | 1834 | 0.83 | 0.49 | 0.93 | 0.82 | 0.00 | 0.85 | 0.94 | 0.89 | 0.93 |
+| gamma-delta T cell | 1763 | 0.00 | 0.07 | 0.78 | 0.42 | 0.00 | 0.58 | 0.68 | 0.51 | 0.82 |
+| fibroblast of cardiac tissue | 1751 | 0.95 | 0.18 | 0.98 | 0.54 | 0.00 | 0.83 | 0.81 | 0.66 | 0.98 |
+| paneth cell of epithelium of small intestine | 1662 | 0.56 | 0.32 | 0.79 | 0.60 | 0.00 | 0.65 | 0.72 | 0.70 | 0.83 |
+| club cell | 1563 | 0.70 | 0.70 | 0.91 | 0.70 | 0.00 | 0.72 | 0.80 | 0.77 | 0.90 |
+| intestinal crypt stem cell of colon | 1567 | 0.64 | 0.47 | 0.79 | 0.63 | 0.00 | 0.77 | 0.84 | 0.84 | 0.90 |
+| progenitor cell of mammary luminal epithelium | 1525 | 0.98 | 0.00 | 0.99 | 0.97 | 0.00 | 0.94 | 0.97 | 0.94 | 0.99 |
+| epithelial cell | 1506 | 0.82 | 0.13 | 0.98 | 0.72 | 0.00 | 0.90 | 0.93 | 0.91 | 0.95 |
+| basophil | 1503 | 0.00 | 0.00 | 0.96 | 0.81 | 0.00 | 0.81 | 0.78 | 0.75 | 0.93 |
+| large intestine goblet cell | 1384 | 0.86 | 0.14 | 0.93 | 0.76 | 0.00 | 0.82 | 0.93 | 0.88 | 0.94 |
+| eye photoreceptor cell | 1380 | 0.90 | 0.91 | 0.96 | 0.95 | 0.00 | 0.71 | 0.98 | 0.97 | 0.97 |
+| epithelial cell of uterus | 1270 | 0.87 | 0.18 | 0.98 | 0.69 | 0.00 | 0.89 | 0.85 | 0.87 | 0.98 |
+| enterocyte of epithelium proper of small intestine | 1280 | 0.31 | 0.00 | 0.79 | 0.57 | 0.00 | 0.79 | 0.66 | 0.68 | 0.81 |
+| tissue-resident macrophage | 1206 | 0.45 | 0.00 | 0.85 | 0.56 | 0.00 | 0.70 | 0.42 | 0.52 | 0.76 |
+| acinar cell | 1218 | 0.89 | 0.31 | 0.97 | 0.86 | 0.00 | 0.89 | 0.93 | 0.89 | 0.96 |
+| non-classical monocyte | 1155 | 0.00 | 0.32 | 0.56 | 0.41 | 0.00 | 0.24 | 0.32 | 0.36 | 0.60 |
+| lung ciliated cell | 1096 | 0.68 | 0.19 | 0.98 | 0.90 | 0.00 | 0.97 | 0.96 | 0.92 | 0.98 |
+| activated CD8-positive, alpha-beta T cell | 1019 | 0.28 | 0.00 | 0.86 | 0.40 | 0.00 | 0.57 | 0.34 | 0.32 | 0.71 |
+| alveolar adventitial fibroblast | 1011 | 0.44 | 0.02 | 0.94 | 0.62 | 0.00 | 0.58 | 0.78 | 0.71 | 0.94 |
+| naive thymus-derived CD8-positive, alpha-beta T cell | 932 | 0.13 | 0.00 | 0.59 | 0.31 | 0.00 | 0.30 | 0.17 | 0.15 | 0.55 |
+| adventitial cell | 940 | 0.21 | 0.00 | 0.88 | 0.55 | 0.00 | 0.35 | 0.27 | 0.34 | 0.71 |
+| respiratory goblet cell | 932 | 0.17 | 0.38 | 0.90 | 0.69 | 0.00 | 0.62 | 0.62 | 0.67 | 0.84 |
+| theca cell | 913 | 0.00 | 0.00 | 0.88 | 0.76 | 0.00 | 0.48 | 0.72 | 0.57 | 0.88 |
+| myeloid leukocyte | 895 | 0.19 | 0.00 | 0.85 | 0.42 | 0.00 | 0.68 | 0.22 | 0.23 | 0.77 |
+| keratocyte | 914 | 0.00 | 0.00 | 0.78 | 0.28 | 0.00 | 0.52 | 0.40 | 0.37 | 0.80 |
+| enteroglial cell | 885 | 0.51 | 0.58 | 0.97 | 0.87 | 0.00 | 0.76 | 0.94 | 0.81 | 0.89 |
+| erythroid progenitor cell | 879 | 0.60 | 0.54 | 0.82 | 0.80 | 0.00 | 0.76 | 0.74 | 0.73 | 0.80 |
+| innate lymphoid cell | 867 | 0.21 | 0.10 | 0.56 | 0.44 | 0.00 | 0.59 | 0.22 | 0.26 | 0.49 |
+| myometrial cell | 818 | 0.44 | 0.00 | 0.87 | 0.78 | 0.00 | 0.70 | 0.66 | 0.67 | 0.84 |
+| endothelial cell of vascular tree | 793 | 0.32 | 0.01 | 0.82 | 0.59 | 0.00 | 0.69 | 0.61 | 0.49 | 0.73 |
+| hematopoietic stem cell | 769 | 0.61 | 0.59 | 0.86 | 0.82 | 0.00 | 0.74 | 0.87 | 0.84 | 0.88 |
+| salivary gland cell | 766 | 0.00 | 0.00 | 0.93 | 0.80 | 0.00 | 0.75 | 0.70 | 0.64 | 0.93 |
+| granulocyte | 695 | 0.20 | 0.00 | 0.69 | 0.65 | 0.00 | 0.35 | 0.29 | 0.24 | 0.69 |
+| CD8-positive, alpha-beta thymocyte | 665 | 0.17 | 0.00 | 0.58 | 0.44 | 0.00 | 0.54 | 0.44 | 0.32 | 0.72 |
+| ciliated columnar cell of tracheobronchial tree | 626 | 0.00 | 0.01 | 0.97 | 0.83 | 0.00 | 0.88 | 0.95 | 0.90 | 0.98 |
+| intrahepatic cholangiocyte | 597 | 0.96 | 0.07 | 0.97 | 0.83 | 0.00 | 0.97 | 0.98 | 0.87 | 0.98 |
+| mural cell | 550 | 0.28 | 0.12 | 0.96 | 0.66 | 0.00 | 0.71 | 0.66 | 0.53 | 0.96 |
+| intestinal crypt stem cell of small intestine | 520 | 0.00 | 0.21 | 0.46 | 0.29 | 0.00 | 0.36 | 0.47 | 0.54 | 0.64 |
+| activated CD4-positive, alpha-beta T cell | 511 | 0.03 | 0.00 | 0.56 | 0.30 | 0.00 | 0.26 | 0.14 | 0.14 | 0.35 |
+| myeloid dendritic cell | 515 | 0.12 | 0.05 | 0.60 | 0.43 | 0.00 | 0.18 | 0.16 | 0.21 | 0.31 |
+| Mueller cell | 462 | 0.52 | 0.44 | 0.83 | 0.79 | 0.00 | 0.49 | 0.92 | 0.92 | 0.91 |
+| fast muscle cell | 455 | 0.32 | 0.47 | 0.94 | 0.85 | 0.00 | 0.88 | 0.81 | 0.88 | 0.92 |
+| platelet | 449 | 0.90 | 0.89 | 0.96 | 0.96 | 0.00 | 0.68 | 0.91 | 0.75 | 0.95 |
+| myoepithelial cell | 443 | 0.41 | 0.19 | 0.92 | 0.77 | 0.00 | 0.65 | 0.70 | 0.51 | 0.89 |
+| common myeloid progenitor | 412 | 0.00 | 0.37 | 0.84 | 0.75 | 0.00 | 0.71 | 0.88 | 0.79 | 0.92 |
+| thymocyte | 396 | 0.00 | 0.00 | 0.65 | 0.46 | 0.00 | 0.56 | 0.40 | 0.36 | 0.88 |
+| intestinal tuft cell | 403 | 0.81 | 0.77 | 0.97 | 0.86 | 0.00 | 0.90 | 0.97 | 0.97 | 0.97 |
+| pancreatic stellate cell | 392 | 0.00 | 0.00 | 0.96 | 0.59 | 0.00 | 0.56 | 0.68 | 0.42 | 0.92 |
+| tendon cell | 388 | 0.00 | 0.02 | 0.74 | 0.18 | 0.00 | 0.35 | 0.49 | 0.31 | 0.81 |
+| muscle cell | 359 | 0.50 | 0.00 | 0.98 | 0.94 | 0.00 | 0.95 | 0.79 | 0.93 | 0.95 |
+| microglial cell | 366 | 0.09 | 0.01 | 0.78 | 0.27 | 0.00 | 0.36 | 0.38 | 0.20 | 0.56 |
+| enterocyte of epithelium proper of jejunum | 359 | 0.00 | 0.00 | 0.60 | 0.47 | 0.00 | 0.73 | 0.63 | 0.44 | 0.95 |
+| mesothelial cell | 317 | 0.56 | 0.42 | 0.94 | 0.89 | 0.00 | 0.81 | 0.73 | 0.72 | 0.81 |
+| colon endothelial cell | 318 | 0.00 | 0.00 | 0.88 | 0.38 | 0.00 | 0.65 | 0.45 | 0.31 | 0.95 |
+| colon macrophage | 298 | 0.00 | 0.00 | 0.86 | 0.43 | 0.00 | 0.49 | 0.29 | 0.30 | 0.92 |
+| serous cell of epithelium of trachea | 301 | 0.00 | 0.00 | 0.87 | 0.67 | 0.00 | 0.35 | 0.58 | 0.60 | 0.94 |
+| ciliated epithelial cell | 285 | 0.00 | 0.00 | 0.97 | 0.83 | 0.00 | 0.84 | 0.99 | 0.92 | 0.99 |
+| Schwann cell | 282 | 0.00 | 0.31 | 0.87 | 0.71 | 0.00 | 0.70 | 0.88 | 0.78 | 0.89 |
+| supporting cell of vestibular epithelium | 239 | 0.85 | 0.00 | 0.72 | 0.78 | 0.00 | 0.86 | 1.00 | 0.87 | 0.99 |
+| mucus secreting cell | 240 | 0.00 | 0.01 | 0.86 | 0.69 | 0.00 | 0.64 | 0.71 | 0.77 | 0.92 |
+| enteroendocrine cell of small intestine | 232 | 0.51 | 0.07 | 0.88 | 0.76 | 0.00 | 0.53 | 0.88 | 0.84 | 0.92 |
+| ovarian surface epithelial cell | 222 | 0.00 | 0.11 | 0.92 | 0.83 | 0.00 | 0.86 | 0.90 | 0.70 | 0.94 |
+| transit amplifying cell of colon | 215 | 0.00 | 0.26 | 0.65 | 0.49 | 0.00 | 0.47 | 0.78 | 0.61 | 0.88 |
+| glandular epithelial cell | 210 | 0.00 | 0.03 | 0.89 | 0.67 | 0.00 | 0.58 | 0.88 | 0.72 | 0.98 |
+| melanocyte | 215 | 0.00 | 0.14 | 0.86 | 0.61 | 0.00 | 0.79 | 0.77 | 0.81 | 0.93 |
+| tracheal goblet cell | 200 | 0.00 | 0.10 | 0.86 | 0.76 | 0.00 | 0.55 | 0.78 | 0.61 | 0.96 |
+| hepatic stellate cell | 207 | 0.52 | 0.00 | 0.83 | 0.42 | 0.00 | 0.48 | 0.60 | 0.44 | 0.77 |
+| bronchial smooth muscle cell | 206 | 0.00 | 0.00 | 0.78 | 0.50 | 0.00 | 0.45 | 0.46 | 0.46 | 0.78 |
+| paneth cell of colon | 193 | 0.00 | 0.07 | 0.77 | 0.60 | 0.00 | 0.41 | 0.76 | 0.34 | 0.90 |
+| tongue muscle cell | 178 | 0.00 | 0.00 | 0.89 | 0.54 | 0.00 | 0.55 | 0.80 | 0.42 | 0.94 |
+| leukocyte | 180 | 0.00 | 0.00 | 0.62 | 0.09 | 0.00 | 0.39 | 0.28 | 0.19 | 0.71 |
+| tuft cell of colon | 162 | 0.00 | 0.06 | 0.89 | 0.58 | 0.00 | 0.84 | 0.94 | 0.92 | 0.98 |
+| slow muscle cell | 157 | 0.00 | 0.12 | 0.88 | 0.74 | 0.00 | 0.75 | 0.88 | 0.91 | 0.96 |
+| ionocyte | 148 | 0.00 | 0.10 | 0.80 | 0.62 | 0.00 | 0.51 | 0.83 | 0.76 | 0.93 |
+| connective tissue cell | 131 | 0.00 | 0.00 | 0.97 | 0.83 | 0.00 | 0.28 | 0.49 | 0.28 | 0.98 |
+| neuro-medullary thymic epithelial cell | 126 | 0.28 | 0.22 | 0.87 | 0.75 | 0.00 | 0.36 | 0.46 | 0.55 | 0.46 |
+| sebum secreting cell | 125 | 0.00 | 0.02 | 0.92 | 0.25 | 0.00 | 0.65 | 0.86 | 0.67 | 0.93 |
+| endothelial cell of arteriole | 115 | 0.00 | 0.00 | 0.95 | 0.36 | 0.00 | 0.20 | 0.74 | 0.44 | 0.97 |
+| male germ cell | 107 | 0.00 | 0.00 | 0.91 | 0.81 | 0.00 | 0.51 | 1.00 | 0.80 | 1.00 |
+| type B pancreatic cell | 93 | 0.00 | 0.00 | 0.93 | 0.86 | 0.00 | 0.65 | 1.00 | 0.94 | 1.00 |
+| hematopoietic cell | 91 | 0.00 | 0.00 | 0.81 | 0.63 | 0.00 | 0.26 | 0.61 | 0.49 | 0.80 |
+| plasmacytoid dendritic cell | 85 | 0.00 | 0.31 | 0.69 | 0.67 | 0.00 | 0.15 | 0.63 | 0.51 | 0.73 |
+| neuron | 76 | 0.00 | 0.00 | 0.97 | 0.76 | 0.00 | 0.58 | 0.61 | 0.79 | 0.92 |
+| myeloid cell | 75 | 0.00 | 0.00 | 0.58 | 0.03 | 0.00 | 0.49 | 0.41 | 0.27 | 0.87 |
+| myo-medullary thymic epithelial cell | 67 | 0.00 | 0.00 | 0.96 | 0.85 | 0.00 | 0.91 | 0.81 | 0.93 | 0.99 |
+| Langerhans cell | 72 | 0.00 | 0.10 | 0.83 | 0.57 | 0.00 | 0.11 | 0.34 | 0.44 | 0.82 |
+| interstitial cell of Cajal | 65 | 0.00 | 0.00 | 0.93 | 0.57 | 0.00 | 0.56 | 0.26 | 0.49 | 0.94 |
+| retinal pigment epithelial cell | 61 | 0.00 | 0.00 | 0.96 | 0.90 | 0.00 | 0.90 | 1.00 | 0.94 | 0.99 |
+| peritubular myoid cell | 57 | 0.18 | 0.00 | 0.78 | 0.50 | 0.00 | 0.30 | 0.67 | 0.43 | 0.77 |
+| spermatogonium | 57 | 0.00 | 0.00 | 0.69 | 0.58 | 0.00 | 0.44 | 0.93 | 0.78 | 0.90 |
+| retinal bipolar neuron | 59 | 0.00 | 0.08 | 0.85 | 0.69 | 0.00 | 0.70 | 0.83 | 0.91 | 0.93 |
+| endothelial cell of venule | 45 | 0.00 | 0.00 | 0.93 | 0.27 | 0.00 | 0.22 | 0.87 | 0.62 | 0.96 |
+| vestibular dark cell | 44 | 0.00 | 0.00 | 0.54 | 0.23 | 0.00 | 0.71 | 0.99 | 0.85 | 0.98 |
+| pancreatic A cell | 46 | 0.00 | 0.00 | 0.90 | 0.88 | 0.00 | 0.65 | 1.00 | 1.00 | 1.00 |
+| type L enteroendocrine cell | 41 | 0.00 | 0.05 | 0.89 | 0.56 | 0.00 | 0.86 | 0.96 | 0.94 | 0.97 |
+| medullary thymic epithelial cell | 40 | 0.00 | 0.00 | 0.62 | 0.29 | 0.00 | 0.44 | 0.93 | 0.76 | 0.91 |
+| adipocyte | 34 | 0.00 | 0.00 | 0.73 | 0.41 | 0.00 | 0.44 | 0.60 | 0.67 | 0.84 |
+| transit amplifying cell of small intestine | 32 | 0.00 | 0.00 | 0.41 | 0.48 | 0.00 | 0.16 | 0.82 | 0.74 | 0.89 |
+| taste receptor cell | 28 | 0.00 | 0.00 | 0.86 | 0.64 | 0.00 | 0.38 | 0.85 | 0.33 | 0.95 |
+| enterochromaffin-like cell | 26 | 0.00 | 0.03 | 0.88 | 0.63 | 0.00 | 0.71 | 0.96 | 0.90 | 0.96 |
+| enteroendocrine cell | 21 | 0.00 | 0.00 | 0.93 | 0.59 | 0.00 | 0.51 | 0.91 | 0.88 | 0.95 |
+| pulmonary ionocyte | 24 | 0.00 | 0.00 | 0.73 | 0.59 | 0.00 | 0.35 | 1.00 | 0.91 | 0.98 |
+| glial cell | 19 | 0.00 | 0.00 | 0.71 | 0.41 | 0.00 | 0.29 | 0.46 | 0.33 | 0.78 |
+| oocyte | 16 | 0.00 | 0.00 | 0.91 | 0.79 | 0.00 | 0.17 | 0.89 | 0.91 | 0.91 |
+| serous cell of epithelium of bronchus | 13 | 0.00 | 0.00 | 0.83 | 0.35 | 0.00 | 0.23 | 0.84 | 0.87 | 1.00 |
+| radial glial cell | 10 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.11 | 0.22 | 0.31 | 0.38 |
+| Leydig cell | 9 | 0.00 | 0.00 | 0.31 | 0.29 | 0.00 | 0.07 | 0.82 | 0.31 | 0.82 |
+| pancreatic D cell | 8 | 0.00 | 0.00 | 0.55 | 0.86 | 0.00 | 0.25 | 1.00 | 0.89 | 1.00 |
+| T follicular helper cell | 6 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.86 | 0.32 | 0.55 |
+| retina horizontal cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.05 | 1.00 | 1.00 | 0.57 |
+| erythroid lineage cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.33 | 1.00 | 0.67 | 0.00 |
+| pancreatic PP cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 1.00 | 1.00 | 1.00 |
+| epithelial fate stem cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 1.00 | 1.00 | 0.00 |
+| mesenchymal cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.22 | 0.31 | 0.00 |
 
 </details>