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@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+OnClass.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text
+popv_output/predictions.csv filter=lfs diff=lfs merge=lfs -text

OnClass.data-00000-of-00001

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+size 27239224

OnClass.npz

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accuracies.json

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+{
+    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| B cell | 11453 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |\n| CD4-positive, alpha-beta T cell | 9633 | 0.59 | 0.78 | 0.82 | 0.74 | 0.00 | 0.57 | 0.45 | 0.53 | 0.79 |\n| fibroblast | 8410 | 0.82 | 0.79 | 0.94 | 0.70 | 0.00 | 0.53 | 0.70 | 0.67 | 0.89 |\n| CD8-positive, alpha-beta T cell | 7672 | 0.71 | 0.78 | 0.81 | 0.75 | 0.00 | 0.72 | 0.57 | 0.63 | 0.80 |\n| neutrophil | 6868 | 0.95 | 0.97 | 0.97 | 0.97 | 0.00 | 0.95 | 0.95 | 0.94 | 0.98 |\n| macrophage | 6803 | 0.80 | 0.84 | 0.92 | 0.80 | 0.00 | 0.76 | 0.73 | 0.69 | 0.89 |\n| stromal cell of ovary | 3440 | 0.97 | 0.94 | 0.92 | 0.63 | 0.00 | 0.08 | 0.96 | 0.93 | 0.98 |\n| endothelial cell | 3319 | 0.70 | 0.73 | 0.92 | 0.65 | 0.00 | 0.55 | 0.69 | 0.65 | 0.85 |\n| basal cell | 3326 | 0.86 | 0.84 | 0.88 | 0.69 | 0.00 | 0.58 | 0.85 | 0.82 | 0.92 |\n| plasma cell | 2785 | 0.97 | 0.98 | 0.98 | 0.98 | 0.00 | 0.98 | 0.98 | 0.97 | 0.99 |\n| bladder urothelial cell | 2703 | 0.98 | 0.97 | 0.96 | 0.65 | 0.00 | 0.55 | 0.98 | 0.96 | 0.98 |\n| monocyte | 2575 | 0.36 | 0.38 | 0.77 | 0.46 | 0.00 | 0.32 | 0.49 | 0.56 | 0.58 |\n| mesenchymal stem cell | 2382 | 0.88 | 0.85 | 0.92 | 0.46 | 0.00 | 0.16 | 0.89 | 0.81 | 0.93 |\n| smooth muscle cell | 1820 | 0.72 | 0.67 | 0.87 | 0.68 | 0.00 | 0.67 | 0.75 | 0.73 | 0.81 |\n| classical monocyte | 1807 | 0.59 | 0.62 | 0.75 | 0.44 | 0.00 | 0.55 | 0.55 | 0.64 | 0.70 |\n| luminal epithelial cell of mammary gland | 1543 | 0.99 | 0.05 | 0.96 | 0.65 | 0.00 | 0.25 | 0.97 | 0.96 | 0.99 |\n| capillary endothelial cell | 1526 | 0.67 | 0.68 | 0.87 | 0.59 | 0.00 | 0.63 | 0.69 | 0.65 | 0.79 |\n| erythrocyte | 1492 | 0.97 | 0.97 | 0.95 | 0.97 | 0.00 | 0.95 | 0.96 | 0.96 | 0.97 |\n| natural killer cell | 1450 | 0.71 | 0.74 | 0.74 | 0.69 | 0.00 | 0.69 | 0.68 | 0.69 | 0.74 |\n| enterocyte of epithelium proper of duodenum | 1370 | 0.92 | 0.23 | 0.81 | 0.50 | 0.00 | 0.06 | 0.89 | 0.88 | 0.94 |\n| stratified squamous epithelial cell | 1251 | 0.83 | 0.79 | 0.87 | 0.63 | 0.00 | 0.45 | 0.84 | 0.81 | 0.88 |\n| acinar cell of salivary gland | 1182 | 0.92 | 0.78 | 0.94 | 0.57 | 0.00 | 0.44 | 0.95 | 0.90 | 0.96 |\n| pulmonary alveolar type 2 cell | 1162 | 0.92 | 0.97 | 0.98 | 0.75 | 0.00 | 0.84 | 0.97 | 0.96 | 0.98 |\n| conjunctival epithelial cell | 1095 | 0.94 | 0.74 | 0.86 | 0.49 | 0.00 | 0.12 | 0.95 | 0.91 | 0.95 |\n| pericyte | 1109 | 0.58 | 0.56 | 0.82 | 0.58 | 0.00 | 0.51 | 0.64 | 0.59 | 0.74 |\n| luminal cell of prostate epithelium | 1095 | 0.91 | 0.76 | 0.93 | 0.60 | 0.00 | 0.29 | 0.94 | 0.91 | 0.96 |\n| cardiac endothelial cell | 965 | 0.93 | 0.91 | 0.94 | 0.45 | 0.00 | 0.48 | 0.95 | 0.89 | 0.96 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 1034 | 0.24 | 0.04 | 0.33 | 0.06 | 0.00 | 0.25 | 0.24 | 0.31 | 0.31 |\n| kidney epithelial cell | 974 | 0.99 | 0.80 | 0.95 | 0.63 | 0.00 | 0.33 | 0.99 | 0.97 | 1.00 |\n| hepatocyte | 749 | 0.99 | 0.99 | 0.95 | 0.66 | 0.00 | 0.59 | 0.99 | 0.95 | 1.00 |\n| blood vessel smooth muscle cell | 703 | 0.80 | 0.52 | 0.90 | 0.52 | 0.00 | 0.08 | 0.90 | 0.77 | 0.90 |\n| enterocyte of epithelium proper of ileum | 659 | 0.95 | 0.00 | 0.77 | 0.29 | 0.00 | 0.08 | 0.97 | 0.96 | 0.97 |\n| T cell | 596 | 0.48 | 0.27 | 0.58 | 0.15 | 0.00 | 0.24 | 0.35 | 0.40 | 0.54 |\n| mast cell | 616 | 0.86 | 0.85 | 0.96 | 0.86 | 0.00 | 0.91 | 0.90 | 0.89 | 0.94 |\n| skeletal muscle satellite stem cell | 599 | 0.91 | 0.94 | 0.97 | 0.83 | 0.00 | 0.86 | 0.96 | 0.91 | 0.98 |\n| regular atrial cardiac myocyte | 557 | 0.81 | 0.76 | 0.76 | 0.21 | 0.00 | 0.16 | 0.89 | 0.90 | 0.92 |\n| pancreatic acinar cell | 557 | 0.95 | 0.31 | 0.94 | 0.46 | 0.00 | 0.52 | 0.98 | 0.96 | 0.99 |\n| intermediate monocyte | 522 | 0.30 | 0.17 | 0.57 | 0.26 | 0.00 | 0.30 | 0.34 | 0.40 | 0.50 |\n| mature NK T cell | 544 | 0.38 | 0.39 | 0.50 | 0.35 | 0.00 | 0.47 | 0.33 | 0.46 | 0.57 |\n| mononuclear phagocyte | 534 | 0.40 | 0.00 | 0.92 | 0.16 | 0.00 | 0.01 | 0.66 | 0.47 | 0.70 |\n| fibroblast of breast | 523 | 0.95 | 0.00 | 0.97 | 0.27 | 0.00 | 0.16 | 0.90 | 0.74 | 0.96 |\n| vascular associated smooth muscle cell | 491 | 0.62 | 0.05 | 0.75 | 0.25 | 0.00 | 0.34 | 0.56 | 0.58 | 0.69 |\n| vein endothelial cell | 458 | 0.37 | 0.19 | 0.77 | 0.22 | 0.00 | 0.35 | 0.44 | 0.45 | 0.58 |\n| CD4-positive, alpha-beta thymocyte | 457 | 0.36 | 0.00 | 0.58 | 0.24 | 0.00 | 0.36 | 0.33 | 0.34 | 0.60 |\n| enterocyte of epithelium of large intestine | 449 | 0.74 | 0.27 | 0.60 | 0.38 | 0.00 | 0.28 | 0.79 | 0.82 | 0.77 |\n| myofibroblast cell | 456 | 0.63 | 0.26 | 0.86 | 0.51 | 0.00 | 0.31 | 0.69 | 0.61 | 0.79 |\n| thymic fibroblast type 2 | 411 | 0.51 | 0.00 | 0.75 | 0.11 | 0.00 | 0.12 | 0.68 | 0.55 | 0.62 |\n| corneal epithelial cell | 401 | 0.95 | 0.00 | 0.95 | 0.74 | 0.00 | 0.82 | 0.96 | 0.93 | 0.96 |\n| spermatid | 413 | 0.92 | 0.00 | 0.95 | 0.87 | 0.00 | 0.89 | 0.99 | 0.98 | 0.99 |\n| duct epithelial cell | 379 | 0.64 | 0.52 | 0.82 | 0.47 | 0.00 | 0.35 | 0.82 | 0.75 | 0.86 |\n| mesenchymal stem cell of adipose tissue | 363 | 0.26 | 0.00 | 0.61 | 0.27 | 0.00 | 0.28 | 0.33 | 0.31 | 0.52 |\n| basal cell of prostate epithelium | 367 | 0.50 | 0.11 | 0.88 | 0.52 | 0.00 | 0.44 | 0.85 | 0.73 | 0.87 |\n| endothelial cell of artery | 360 | 0.37 | 0.39 | 0.72 | 0.44 | 0.00 | 0.48 | 0.57 | 0.52 | 0.67 |\n| stromal cell | 352 | 0.60 | 0.04 | 0.51 | 0.38 | 0.00 | 0.22 | 0.78 | 0.73 | 0.86 |\n| thymic fibroblast type 1 | 351 | 0.28 | 0.01 | 0.84 | 0.21 | 0.00 | 0.08 | 0.62 | 0.52 | 0.56 |\n| pulmonary alveolar type 1 cell | 293 | 0.89 | 0.94 | 0.95 | 0.82 | 0.00 | 0.92 | 0.97 | 0.91 | 0.97 |\n| spermatocyte | 275 | 0.83 | 0.00 | 0.94 | 0.65 | 0.00 | 0.50 | 0.99 | 0.95 | 0.97 |\n| pancreatic ductal cell | 266 | 0.88 | 0.58 | 0.90 | 0.66 | 0.00 | 0.04 | 0.98 | 0.92 | 0.97 |\n| regulatory T cell | 283 | 0.16 | 0.00 | 0.27 | 0.15 | 0.00 | 0.26 | 0.36 | 0.35 | 0.43 |\n| ventricular cardiac muscle cell | 280 | 0.24 | 0.01 | 0.70 | 0.31 | 0.00 | 0.40 | 0.79 | 0.81 | 0.81 |\n| endothelial cell of lymphatic vessel | 277 | 0.67 | 0.57 | 0.87 | 0.57 | 0.00 | 0.63 | 0.63 | 0.59 | 0.73 |\n| hematopoietic precursor cell | 195 | 0.54 | 0.68 | 0.76 | 0.66 | 0.00 | 0.50 | 0.55 | 0.56 | 0.74 |\n| retinal blood vessel endothelial cell | 232 | 0.15 | 0.00 | 0.79 | 0.17 | 0.00 | 0.01 | 0.57 | 0.54 | 0.65 |\n| small intestine goblet cell | 189 | 0.86 | 0.52 | 0.86 | 0.58 | 0.00 | 0.49 | 0.89 | 0.85 | 0.91 |\n| gamma-delta T cell | 177 | 0.34 | 0.08 | 0.64 | 0.07 | 0.00 | 0.32 | 0.56 | 0.41 | 0.63 |\n| fibroblast of cardiac tissue | 177 | 0.93 | 0.44 | 0.94 | 0.07 | 0.00 | 0.13 | 0.72 | 0.71 | 0.95 |\n| paneth cell of epithelium of small intestine | 183 | 0.56 | 0.45 | 0.67 | 0.14 | 0.00 | 0.06 | 0.61 | 0.63 | 0.74 |\n| club cell | 168 | 0.80 | 0.74 | 0.87 | 0.61 | 0.00 | 0.82 | 0.82 | 0.71 | 0.88 |\n| intestinal crypt stem cell of colon | 185 | 0.78 | 0.58 | 0.62 | 0.44 | 0.00 | 0.23 | 0.83 | 0.78 | 0.85 |\n| progenitor cell of mammary luminal epithelium | 186 | 0.99 | 0.00 | 0.98 | 0.95 | 0.00 | 0.94 | 0.95 | 0.91 | 0.99 |\n| epithelial cell | 175 | 0.89 | 0.65 | 0.95 | 0.50 | 0.00 | 0.42 | 0.93 | 0.90 | 0.93 |\n| basophil | 164 | 0.02 | 0.05 | 0.94 | 0.52 | 0.00 | 0.66 | 0.76 | 0.76 | 0.85 |\n| large intestine goblet cell | 161 | 0.86 | 0.63 | 0.84 | 0.51 | 0.00 | 0.57 | 0.91 | 0.86 | 0.93 |\n| eye photoreceptor cell | 158 | 0.85 | 0.89 | 0.91 | 0.80 | 0.00 | 0.91 | 0.94 | 0.93 | 0.92 |\n| epithelial cell of uterus | 165 | 0.91 | 0.52 | 0.90 | 0.28 | 0.00 | 0.34 | 0.89 | 0.86 | 0.97 |\n| enterocyte of epithelium proper of small intestine | 141 | 0.00 | 0.03 | 0.60 | 0.10 | 0.00 | 0.11 | 0.56 | 0.56 | 0.69 |\n| tissue-resident macrophage | 139 | 0.55 | 0.00 | 0.82 | 0.33 | 0.00 | 0.27 | 0.46 | 0.49 | 0.71 |\n| acinar cell | 144 | 0.83 | 0.65 | 0.93 | 0.74 | 0.00 | 0.42 | 0.91 | 0.89 | 0.94 |\n| non-classical monocyte | 138 | 0.00 | 0.29 | 0.35 | 0.03 | 0.00 | 0.27 | 0.25 | 0.37 | 0.45 |\n| lung ciliated cell | 111 | 0.66 | 0.48 | 0.94 | 0.62 | 0.00 | 0.86 | 0.97 | 0.88 | 0.95 |\n| activated CD8-positive, alpha-beta T cell | 112 | 0.19 | 0.00 | 0.70 | 0.00 | 0.00 | 0.06 | 0.31 | 0.24 | 0.24 |\n| alveolar adventitial fibroblast | 149 | 0.71 | 0.03 | 0.84 | 0.32 | 0.00 | 0.54 | 0.74 | 0.67 | 0.83 |\n| naive thymus-derived CD8-positive, alpha-beta T cell | 98 | 0.17 | 0.00 | 0.40 | 0.06 | 0.00 | 0.11 | 0.13 | 0.12 | 0.35 |\n| adventitial cell | 101 | 0.24 | 0.00 | 0.68 | 0.21 | 0.00 | 0.10 | 0.28 | 0.31 | 0.62 |\n| respiratory goblet cell | 104 | 0.55 | 0.53 | 0.86 | 0.52 | 0.00 | 0.41 | 0.59 | 0.58 | 0.80 |\n| theca cell | 91 | 0.66 | 0.00 | 0.82 | 0.58 | 0.00 | 0.72 | 0.70 | 0.57 | 0.85 |\n| myeloid leukocyte | 106 | 0.00 | 0.00 | 0.73 | 0.13 | 0.00 | 0.02 | 0.21 | 0.19 | 0.39 |\n| keratocyte | 95 | 0.00 | 0.00 | 0.62 | 0.18 | 0.00 | 0.13 | 0.45 | 0.32 | 0.33 |\n| enteroglial cell | 97 | 0.54 | 0.79 | 0.97 | 0.86 | 0.00 | 0.92 | 0.93 | 0.84 | 0.88 |\n| erythroid progenitor cell | 87 | 0.53 | 0.62 | 0.70 | 0.56 | 0.00 | 0.54 | 0.75 | 0.64 | 0.75 |\n| innate lymphoid cell | 84 | 0.14 | 0.16 | 0.31 | 0.23 | 0.00 | 0.26 | 0.15 | 0.20 | 0.34 |\n| myometrial cell | 89 | 0.48 | 0.00 | 0.79 | 0.24 | 0.00 | 0.38 | 0.68 | 0.51 | 0.76 |\n| endothelial cell of vascular tree | 84 | 0.11 | 0.13 | 0.58 | 0.38 | 0.00 | 0.33 | 0.60 | 0.53 | 0.68 |\n| hematopoietic stem cell | 77 | 0.74 | 0.51 | 0.67 | 0.73 | 0.00 | 0.67 | 0.75 | 0.73 | 0.79 |\n| salivary gland cell | 101 | 0.67 | 0.00 | 0.89 | 0.63 | 0.00 | 0.54 | 0.70 | 0.59 | 0.90 |\n| granulocyte | 64 | 0.15 | 0.00 | 0.47 | 0.36 | 0.00 | 0.15 | 0.28 | 0.18 | 0.47 |\n| CD8-positive, alpha-beta thymocyte | 71 | 0.26 | 0.00 | 0.44 | 0.19 | 0.00 | 0.46 | 0.34 | 0.31 | 0.58 |\n| ciliated columnar cell of tracheobronchial tree | 65 | 0.00 | 0.19 | 0.91 | 0.59 | 0.00 | 0.64 | 0.93 | 0.88 | 0.93 |\n| intrahepatic cholangiocyte | 57 | 0.97 | 0.16 | 0.92 | 0.38 | 0.00 | 0.50 | 0.96 | 0.86 | 0.97 |\n| mural cell | 69 | 0.23 | 0.11 | 0.86 | 0.21 | 0.00 | 0.16 | 0.57 | 0.49 | 0.65 |\n| intestinal crypt stem cell of small intestine | 76 | 0.22 | 0.22 | 0.26 | 0.13 | 0.00 | 0.17 | 0.31 | 0.33 | 0.43 |\n| activated CD4-positive, alpha-beta T cell | 68 | 0.02 | 0.00 | 0.29 | 0.00 | 0.00 | 0.08 | 0.11 | 0.09 | 0.19 |\n| myeloid dendritic cell | 51 | 0.13 | 0.09 | 0.24 | 0.24 | 0.00 | 0.09 | 0.10 | 0.13 | 0.17 |\n| Mueller cell | 62 | 0.51 | 0.49 | 0.63 | 0.48 | 0.00 | 0.47 | 0.81 | 0.80 | 0.77 |\n| fast muscle cell | 56 | 0.25 | 0.61 | 0.88 | 0.67 | 0.00 | 0.79 | 0.81 | 0.82 | 0.89 |\n| platelet | 47 | 0.90 | 0.90 | 0.95 | 0.91 | 0.00 | 0.66 | 0.87 | 0.75 | 0.94 |\n| myoepithelial cell | 56 | 0.29 | 0.47 | 0.83 | 0.61 | 0.00 | 0.33 | 0.54 | 0.55 | 0.83 |\n| common myeloid progenitor | 56 | 0.48 | 0.63 | 0.77 | 0.44 | 0.00 | 0.64 | 0.80 | 0.72 | 0.85 |\n| thymocyte | 48 | 0.00 | 0.00 | 0.48 | 0.31 | 0.00 | 0.48 | 0.43 | 0.21 | 0.76 |\n| intestinal tuft cell | 48 | 0.82 | 0.81 | 0.95 | 0.67 | 0.00 | 0.87 | 0.98 | 0.90 | 0.94 |\n| pancreatic stellate cell | 56 | 0.00 | 0.00 | 0.86 | 0.31 | 0.00 | 0.18 | 0.70 | 0.43 | 0.76 |\n| tendon cell | 35 | 0.42 | 0.06 | 0.40 | 0.00 | 0.00 | 0.20 | 0.35 | 0.16 | 0.69 |\n| microglial cell | 47 | 0.03 | 0.00 | 0.64 | 0.00 | 0.00 | 0.19 | 0.30 | 0.17 | 0.34 |\n| muscle cell | 35 | 0.57 | 0.05 | 0.96 | 0.74 | 0.00 | 0.85 | 0.74 | 0.93 | 0.99 |\n| enterocyte of epithelium proper of jejunum | 42 | 0.00 | 0.00 | 0.17 | 0.20 | 0.00 | 0.00 | 0.51 | 0.36 | 0.63 |\n| mesothelial cell | 38 | 0.57 | 0.51 | 0.83 | 0.58 | 0.00 | 0.55 | 0.79 | 0.67 | 0.74 |\n| colon endothelial cell | 31 | 0.00 | 0.12 | 0.69 | 0.12 | 0.00 | 0.04 | 0.28 | 0.19 | 0.40 |\n| colon macrophage | 39 | 0.18 | 0.00 | 0.76 | 0.14 | 0.00 | 0.04 | 0.36 | 0.27 | 0.45 |\n| serous cell of epithelium of trachea | 36 | 0.44 | 0.00 | 0.78 | 0.28 | 0.00 | 0.15 | 0.53 | 0.52 | 0.79 |\n| ciliated epithelial cell | 36 | 0.00 | 0.00 | 0.93 | 0.48 | 0.00 | 0.21 | 0.99 | 0.82 | 0.94 |\n| Schwann cell | 30 | 0.44 | 0.45 | 0.63 | 0.51 | 0.00 | 0.43 | 0.64 | 0.51 | 0.73 |\n| mucus secreting cell | 25 | 0.00 | 0.11 | 0.79 | 0.22 | 0.00 | 0.16 | 0.57 | 0.54 | 0.76 |\n| supporting cell of vestibular epithelium | 26 | 0.86 | 0.00 | 0.67 | 0.71 | 0.00 | 0.32 | 1.00 | 0.81 | 1.00 |\n| enteroendocrine cell of small intestine | 17 | 0.40 | 0.06 | 0.62 | 0.53 | 0.00 | 0.35 | 0.79 | 0.44 | 0.72 |\n| ovarian surface epithelial cell | 26 | 0.00 | 0.21 | 0.79 | 0.49 | 0.00 | 0.58 | 0.80 | 0.63 | 0.83 |\n| transit amplifying cell of colon | 21 | 0.31 | 0.23 | 0.27 | 0.14 | 0.00 | 0.04 | 0.45 | 0.37 | 0.50 |\n| glandular epithelial cell | 14 | 0.00 | 0.03 | 0.50 | 0.08 | 0.00 | 0.32 | 0.68 | 0.42 | 0.83 |\n| melanocyte | 36 | 0.00 | 0.58 | 0.81 | 0.22 | 0.00 | 0.56 | 0.79 | 0.63 | 0.87 |\n| tracheal goblet cell | 21 | 0.00 | 0.35 | 0.69 | 0.74 | 0.00 | 0.23 | 0.68 | 0.52 | 0.83 |\n| hepatic stellate cell | 12 | 0.52 | 0.00 | 0.63 | 0.00 | 0.00 | 0.16 | 0.30 | 0.19 | 0.76 |\n| bronchial smooth muscle cell | 23 | 0.00 | 0.00 | 0.60 | 0.16 | 0.00 | 0.38 | 0.25 | 0.19 | 0.57 |\n| paneth cell of colon | 13 | 0.00 | 0.00 | 0.42 | 0.53 | 0.00 | 0.15 | 0.69 | 0.19 | 0.67 |\n| tongue muscle cell | 33 | 0.43 | 0.00 | 0.83 | 0.15 | 0.00 | 0.51 | 0.67 | 0.48 | 0.78 |\n| leukocyte | 22 | 0.08 | 0.00 | 0.07 | 0.00 | 0.00 | 0.05 | 0.08 | 0.13 | 0.22 |\n| tuft cell of colon | 18 | 0.00 | 0.09 | 0.76 | 0.19 | 0.00 | 0.48 | 0.87 | 0.65 | 0.80 |\n| slow muscle cell | 15 | 0.58 | 0.28 | 0.90 | 0.30 | 0.00 | 0.58 | 0.81 | 0.78 | 0.90 |\n| ionocyte | 23 | 0.00 | 0.49 | 0.59 | 0.49 | 0.00 | 0.38 | 0.80 | 0.69 | 0.84 |\n| connective tissue cell | 18 | 0.00 | 0.00 | 0.91 | 0.00 | 0.00 | 0.07 | 0.41 | 0.18 | 0.80 |\n| sebum secreting cell | 9 | 0.20 | 0.01 | 0.57 | 0.00 | 0.00 | 0.17 | 0.82 | 0.38 | 0.67 |\n| neuro-medullary thymic epithelial cell | 10 | 0.22 | 0.27 | 0.78 | 0.34 | 0.00 | 0.22 | 0.31 | 0.39 | 0.33 |\n| endothelial cell of arteriole | 13 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.14 | 0.73 | 0.38 | 0.63 |\n| male germ cell | 10 | 0.00 | 0.00 | 0.82 | 0.29 | 0.00 | 0.78 | 0.95 | 0.80 | 1.00 |\n| type B pancreatic cell | 10 | 0.00 | 0.00 | 0.70 | 0.47 | 0.00 | 0.87 | 0.91 | 0.72 | 0.87 |\n| hematopoietic cell | 9 | 0.00 | 0.00 | 0.80 | 0.47 | 0.00 | 0.17 | 0.45 | 0.33 | 0.78 |\n| plasmacytoid dendritic cell | 15 | 0.00 | 0.57 | 0.85 | 0.21 | 0.00 | 0.16 | 0.50 | 0.30 | 0.61 |\n| neuron | 12 | 0.00 | 0.00 | 0.91 | 0.35 | 0.00 | 0.17 | 0.71 | 0.67 | 0.86 |\n| myeloid cell | 7 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.17 | 0.16 | 0.33 |\n| myo-medullary thymic epithelial cell | 10 | 0.00 | 0.00 | 0.89 | 0.63 | 0.00 | 0.17 | 0.87 | 0.57 | 0.62 |\n| Langerhans cell | 8 | 0.00 | 0.00 | 0.80 | 0.33 | 0.00 | 0.10 | 0.36 | 0.29 | 0.75 |\n| interstitial cell of Cajal | 11 | 0.00 | 0.00 | 0.96 | 0.00 | 0.00 | 0.10 | 0.59 | 0.54 | 0.96 |\n| peritubular myoid cell | 6 | 0.00 | 0.00 | 0.29 | 0.00 | 0.00 | 0.25 | 0.40 | 0.38 | 0.67 |\n| retinal pigment epithelial cell | 8 | 0.00 | 0.22 | 0.71 | 0.80 | 0.00 | 0.84 | 1.00 | 0.89 | 0.93 |\n| spermatogonium | 7 | 0.00 | 0.00 | 0.44 | 0.00 | 0.00 | 0.36 | 0.86 | 0.62 | 0.55 |\n| retinal bipolar neuron | 2 | 0.00 | 0.00 | 0.50 | 0.80 | 0.00 | 0.20 | 0.57 | 0.57 | 0.67 |\n| endothelial cell of venule | 5 | 0.00 | 0.00 | 0.75 | 0.00 | 0.00 | 0.18 | 0.60 | 0.36 | 0.50 |\n| vestibular dark cell | 3 | 0.00 | 0.00 | 0.50 | 0.50 | 0.00 | 0.00 | 1.00 | 0.75 | 0.80 |\n| pancreatic A cell | 5 | 0.00 | 0.00 | 0.60 | 0.73 | 0.00 | 0.77 | 1.00 | 1.00 | 1.00 |\n| type L enteroendocrine cell | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.37 | 1.00 | 0.73 | 0.57 |\n| medullary thymic epithelial cell | 5 | 0.00 | 0.00 | 0.33 | 0.00 | 0.00 | 0.05 | 0.89 | 0.31 | 0.33 |\n| adipocyte | 2 | 0.00 | 0.00 | 0.25 | 0.00 | 0.00 | 0.00 | 0.17 | 0.20 | 0.33 |\n| transit amplifying cell of small intestine | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| taste receptor cell | 2 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.10 | 0.00 | 0.33 | 0.80 |\n| enterochromaffin-like cell | 1 | 0.00 | 0.00 | 0.67 | 0.50 | 0.00 | 0.13 | 1.00 | 0.00 | 1.00 |\n| enteroendocrine cell | 5 | 0.00 | 0.00 | 0.75 | 0.00 | 0.00 | 0.71 | 0.89 | 0.33 | 0.89 |\n| pulmonary ionocyte | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.27 | 0.67 | 0.80 | 0.67 |\n| glial cell | 3 | 0.00 | 0.00 | 0.80 | 0.00 | 0.00 | 0.22 | 0.46 | 0.14 | 0.80 |\n| oocyte | 1 | 0.00 | 0.03 | 1.00 | 0.67 | 0.00 | 0.10 | 1.00 | 1.00 | 0.67 |\n| 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 |\n| radial glial cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| Leydig cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| pancreatic D cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 |\n| T follicular helper cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| retina horizontal cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| pancreatic PP cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| epithelial fate stem cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| mesenchymal cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| erythroid lineage cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| retinal ganglion cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |",
+    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| B cell | 103033 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.97 | 0.99 | 0.98 | 0.99 |\n| CD4-positive, alpha-beta T cell | 87495 | 0.58 | 0.78 | 0.88 | 0.82 | 0.00 | 0.56 | 0.45 | 0.54 | 0.82 |\n| fibroblast | 74922 | 0.82 | 0.75 | 0.97 | 0.83 | 0.00 | 0.74 | 0.71 | 0.68 | 0.93 |\n| CD8-positive, alpha-beta T cell | 68604 | 0.71 | 0.77 | 0.87 | 0.82 | 0.00 | 0.70 | 0.57 | 0.63 | 0.82 |\n| neutrophil | 62671 | 0.94 | 0.97 | 0.98 | 0.98 | 0.00 | 0.96 | 0.95 | 0.94 | 0.98 |\n| macrophage | 62264 | 0.80 | 0.83 | 0.95 | 0.86 | 0.00 | 0.79 | 0.73 | 0.69 | 0.92 |\n| stromal cell of ovary | 31563 | 0.96 | 0.73 | 0.94 | 0.80 | 0.00 | 0.94 | 0.96 | 0.94 | 0.99 |\n| endothelial cell | 30379 | 0.71 | 0.69 | 0.96 | 0.81 | 0.00 | 0.83 | 0.70 | 0.67 | 0.91 |\n| basal cell | 30200 | 0.86 | 0.80 | 0.94 | 0.82 | 0.00 | 0.80 | 0.86 | 0.83 | 0.94 |\n| plasma cell | 24560 | 0.96 | 0.97 | 0.98 | 0.98 | 0.00 | 0.97 | 0.98 | 0.97 | 0.99 |\n| bladder urothelial cell | 24538 | 0.98 | 0.96 | 0.98 | 0.78 | 0.00 | 0.91 | 0.98 | 0.96 | 0.99 |\n| monocyte | 23178 | 0.37 | 0.31 | 0.86 | 0.71 | 0.00 | 0.54 | 0.49 | 0.56 | 0.71 |\n| mesenchymal stem cell | 21115 | 0.88 | 0.80 | 0.95 | 0.68 | 0.00 | 0.91 | 0.89 | 0.82 | 0.96 |\n| smooth muscle cell | 16604 | 0.72 | 0.64 | 0.93 | 0.85 | 0.00 | 0.84 | 0.75 | 0.74 | 0.88 |\n| classical monocyte | 16393 | 0.58 | 0.56 | 0.84 | 0.72 | 0.00 | 0.71 | 0.59 | 0.65 | 0.79 |\n| luminal epithelial cell of mammary gland | 13889 | 0.99 | 0.00 | 0.98 | 0.82 | 0.00 | 0.96 | 0.97 | 0.96 | 0.99 |\n| capillary endothelial cell | 13770 | 0.68 | 0.54 | 0.93 | 0.77 | 0.00 | 0.81 | 0.71 | 0.69 | 0.85 |\n| erythrocyte | 13119 | 0.97 | 0.96 | 0.98 | 0.98 | 0.00 | 0.96 | 0.96 | 0.96 | 0.97 |\n| natural killer cell | 12778 | 0.71 | 0.74 | 0.84 | 0.79 | 0.00 | 0.71 | 0.69 | 0.71 | 0.77 |\n| enterocyte of epithelium proper of duodenum | 12125 | 0.91 | 0.01 | 0.87 | 0.70 | 0.00 | 0.95 | 0.90 | 0.89 | 0.96 |\n| stratified squamous epithelial cell | 11072 | 0.82 | 0.76 | 0.93 | 0.79 | 0.00 | 0.83 | 0.84 | 0.82 | 0.90 |\n| acinar cell of salivary gland | 11055 | 0.93 | 0.58 | 0.97 | 0.77 | 0.00 | 0.91 | 0.94 | 0.90 | 0.98 |\n| pulmonary alveolar type 2 cell | 10432 | 0.92 | 0.95 | 0.98 | 0.84 | 0.00 | 0.95 | 0.97 | 0.96 | 0.98 |\n| conjunctival epithelial cell | 9991 | 0.93 | 0.68 | 0.91 | 0.66 | 0.00 | 0.90 | 0.94 | 0.90 | 0.96 |\n| pericyte | 9775 | 0.61 | 0.50 | 0.90 | 0.77 | 0.00 | 0.67 | 0.65 | 0.65 | 0.81 |\n| luminal cell of prostate epithelium | 9557 | 0.91 | 0.35 | 0.96 | 0.77 | 0.00 | 0.94 | 0.95 | 0.92 | 0.97 |\n| cardiac endothelial cell | 9118 | 0.93 | 0.76 | 0.98 | 0.79 | 0.00 | 0.88 | 0.96 | 0.91 | 0.97 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 8793 | 0.22 | 0.02 | 0.50 | 0.29 | 0.00 | 0.30 | 0.24 | 0.32 | 0.40 |\n| kidney epithelial cell | 8298 | 0.98 | 0.18 | 0.97 | 0.79 | 0.00 | 0.98 | 0.99 | 0.97 | 0.99 |\n| hepatocyte | 6665 | 0.99 | 0.96 | 0.98 | 0.84 | 0.00 | 0.98 | 0.99 | 0.95 | 1.00 |\n| blood vessel smooth muscle cell | 5939 | 0.80 | 0.18 | 0.95 | 0.85 | 0.00 | 0.94 | 0.90 | 0.79 | 0.96 |\n| enterocyte of epithelium proper of ileum | 5818 | 0.95 | 0.00 | 0.86 | 0.58 | 0.00 | 0.96 | 0.98 | 0.96 | 0.98 |\n| T cell | 5693 | 0.47 | 0.20 | 0.71 | 0.42 | 0.00 | 0.37 | 0.38 | 0.42 | 0.62 |\n| mast cell | 5605 | 0.86 | 0.84 | 0.97 | 0.93 | 0.00 | 0.95 | 0.91 | 0.90 | 0.96 |\n| skeletal muscle satellite stem cell | 5569 | 0.91 | 0.92 | 0.98 | 0.92 | 0.00 | 0.96 | 0.95 | 0.90 | 0.97 |\n| regular atrial cardiac myocyte | 5259 | 0.83 | 0.33 | 0.91 | 0.77 | 0.00 | 0.95 | 0.91 | 0.91 | 0.96 |\n| pancreatic acinar cell | 4924 | 0.95 | 0.01 | 0.97 | 0.81 | 0.00 | 0.97 | 0.98 | 0.96 | 0.99 |\n| intermediate monocyte | 4956 | 0.31 | 0.12 | 0.71 | 0.54 | 0.00 | 0.39 | 0.39 | 0.46 | 0.59 |\n| mature NK T cell | 4850 | 0.42 | 0.38 | 0.70 | 0.58 | 0.00 | 0.52 | 0.37 | 0.50 | 0.63 |\n| mononuclear phagocyte | 4802 | 0.40 | 0.00 | 0.96 | 0.47 | 0.00 | 0.88 | 0.66 | 0.49 | 0.92 |\n| fibroblast of breast | 4747 | 0.95 | 0.00 | 0.99 | 0.65 | 0.00 | 0.83 | 0.89 | 0.75 | 0.98 |\n| vascular associated smooth muscle cell | 4528 | 0.64 | 0.01 | 0.86 | 0.65 | 0.00 | 0.67 | 0.62 | 0.64 | 0.79 |\n| vein endothelial cell | 4240 | 0.36 | 0.07 | 0.87 | 0.55 | 0.00 | 0.58 | 0.49 | 0.49 | 0.69 |\n| CD4-positive, alpha-beta thymocyte | 4228 | 0.39 | 0.00 | 0.75 | 0.55 | 0.00 | 0.67 | 0.37 | 0.37 | 0.71 |\n| enterocyte of epithelium of large intestine | 4118 | 0.75 | 0.22 | 0.75 | 0.64 | 0.00 | 0.84 | 0.81 | 0.85 | 0.85 |\n| myofibroblast cell | 3980 | 0.64 | 0.12 | 0.91 | 0.74 | 0.00 | 0.61 | 0.68 | 0.62 | 0.85 |\n| thymic fibroblast type 2 | 3794 | 0.51 | 0.00 | 0.87 | 0.48 | 0.00 | 0.85 | 0.69 | 0.60 | 0.89 |\n| corneal epithelial cell | 3786 | 0.94 | 0.00 | 0.95 | 0.86 | 0.00 | 0.94 | 0.95 | 0.93 | 0.96 |\n| spermatid | 3596 | 0.91 | 0.00 | 0.99 | 0.96 | 0.00 | 0.95 | 0.99 | 0.98 | 0.99 |\n| duct epithelial cell | 3510 | 0.66 | 0.26 | 0.92 | 0.70 | 0.00 | 0.78 | 0.82 | 0.77 | 0.91 |\n| mesenchymal stem cell of adipose tissue | 3414 | 0.28 | 0.00 | 0.76 | 0.54 | 0.00 | 0.39 | 0.35 | 0.35 | 0.57 |\n| basal cell of prostate epithelium | 3128 | 0.51 | 0.02 | 0.92 | 0.72 | 0.00 | 0.86 | 0.86 | 0.77 | 0.92 |\n| endothelial cell of artery | 3111 | 0.41 | 0.26 | 0.85 | 0.67 | 0.00 | 0.62 | 0.64 | 0.57 | 0.79 |\n| stromal cell | 3106 | 0.59 | 0.01 | 0.70 | 0.57 | 0.00 | 0.87 | 0.80 | 0.74 | 0.93 |\n| thymic fibroblast type 1 | 2919 | 0.31 | 0.00 | 0.92 | 0.52 | 0.00 | 0.88 | 0.62 | 0.53 | 0.88 |\n| pulmonary alveolar type 1 cell | 2823 | 0.91 | 0.90 | 0.98 | 0.90 | 0.00 | 0.94 | 0.98 | 0.93 | 0.98 |\n| spermatocyte | 2795 | 0.83 | 0.00 | 0.97 | 0.92 | 0.00 | 0.71 | 0.99 | 0.96 | 0.98 |\n| pancreatic ductal cell | 2453 | 0.89 | 0.18 | 0.95 | 0.83 | 0.00 | 0.94 | 0.96 | 0.93 | 0.97 |\n| regulatory T cell | 2366 | 0.16 | 0.00 | 0.44 | 0.30 | 0.00 | 0.29 | 0.37 | 0.34 | 0.50 |\n| ventricular cardiac muscle cell | 2318 | 0.26 | 0.00 | 0.81 | 0.74 | 0.00 | 0.94 | 0.81 | 0.83 | 0.89 |\n| endothelial cell of lymphatic vessel | 2161 | 0.68 | 0.48 | 0.94 | 0.74 | 0.00 | 0.76 | 0.64 | 0.62 | 0.79 |\n| hematopoietic precursor cell | 1945 | 0.51 | 0.64 | 0.84 | 0.79 | 0.00 | 0.54 | 0.62 | 0.63 | 0.79 |\n| retinal blood vessel endothelial cell | 1856 | 0.12 | 0.00 | 0.92 | 0.47 | 0.00 | 0.94 | 0.55 | 0.56 | 0.90 |\n| small intestine goblet cell | 1855 | 0.86 | 0.45 | 0.93 | 0.79 | 0.00 | 0.88 | 0.93 | 0.90 | 0.95 |\n| gamma-delta T cell | 1800 | 0.35 | 0.07 | 0.77 | 0.32 | 0.00 | 0.46 | 0.60 | 0.46 | 0.78 |\n| fibroblast of cardiac tissue | 1770 | 0.94 | 0.18 | 0.98 | 0.49 | 0.00 | 0.36 | 0.76 | 0.72 | 0.97 |\n| paneth cell of epithelium of small intestine | 1670 | 0.53 | 0.34 | 0.79 | 0.55 | 0.00 | 0.69 | 0.70 | 0.71 | 0.83 |\n| club cell | 1579 | 0.79 | 0.67 | 0.89 | 0.72 | 0.00 | 0.80 | 0.84 | 0.74 | 0.90 |\n| intestinal crypt stem cell of colon | 1547 | 0.76 | 0.44 | 0.77 | 0.64 | 0.00 | 0.79 | 0.86 | 0.83 | 0.90 |\n| progenitor cell of mammary luminal epithelium | 1508 | 0.99 | 0.00 | 0.99 | 0.96 | 0.00 | 0.93 | 0.95 | 0.93 | 0.99 |\n| epithelial cell | 1499 | 0.88 | 0.21 | 0.98 | 0.76 | 0.00 | 0.87 | 0.92 | 0.90 | 0.95 |\n| basophil | 1505 | 0.01 | 0.00 | 0.97 | 0.80 | 0.00 | 0.85 | 0.79 | 0.77 | 0.94 |\n| large intestine goblet cell | 1396 | 0.86 | 0.12 | 0.92 | 0.77 | 0.00 | 0.73 | 0.93 | 0.87 | 0.93 |\n| eye photoreceptor cell | 1374 | 0.89 | 0.91 | 0.97 | 0.95 | 0.00 | 0.95 | 0.99 | 0.98 | 0.98 |\n| epithelial cell of uterus | 1252 | 0.90 | 0.24 | 0.98 | 0.61 | 0.00 | 0.89 | 0.87 | 0.88 | 0.98 |\n| enterocyte of epithelium proper of small intestine | 1274 | 0.00 | 0.00 | 0.78 | 0.56 | 0.00 | 0.80 | 0.64 | 0.64 | 0.86 |\n| tissue-resident macrophage | 1216 | 0.52 | 0.00 | 0.85 | 0.58 | 0.00 | 0.51 | 0.46 | 0.48 | 0.72 |\n| acinar cell | 1201 | 0.81 | 0.22 | 0.97 | 0.87 | 0.00 | 0.88 | 0.88 | 0.90 | 0.94 |\n| non-classical monocyte | 1146 | 0.00 | 0.30 | 0.55 | 0.39 | 0.00 | 0.29 | 0.28 | 0.36 | 0.59 |\n| lung ciliated cell | 1098 | 0.67 | 0.20 | 0.98 | 0.85 | 0.00 | 0.96 | 0.96 | 0.92 | 0.97 |\n| activated CD8-positive, alpha-beta T cell | 1035 | 0.21 | 0.00 | 0.87 | 0.50 | 0.00 | 0.56 | 0.35 | 0.34 | 0.70 |\n| alveolar adventitial fibroblast | 964 | 0.66 | 0.01 | 0.94 | 0.61 | 0.00 | 0.61 | 0.71 | 0.70 | 0.94 |\n| naive thymus-derived CD8-positive, alpha-beta T cell | 958 | 0.16 | 0.00 | 0.60 | 0.36 | 0.00 | 0.16 | 0.16 | 0.14 | 0.45 |\n| adventitial cell | 944 | 0.21 | 0.00 | 0.89 | 0.58 | 0.00 | 0.34 | 0.31 | 0.34 | 0.79 |\n| respiratory goblet cell | 936 | 0.49 | 0.38 | 0.90 | 0.71 | 0.00 | 0.50 | 0.65 | 0.64 | 0.87 |\n| theca cell | 947 | 0.68 | 0.00 | 0.87 | 0.83 | 0.00 | 0.61 | 0.72 | 0.61 | 0.89 |\n| myeloid leukocyte | 896 | 0.00 | 0.00 | 0.84 | 0.45 | 0.00 | 0.75 | 0.24 | 0.22 | 0.82 |\n| keratocyte | 906 | 0.00 | 0.00 | 0.77 | 0.32 | 0.00 | 0.54 | 0.51 | 0.38 | 0.78 |\n| enteroglial cell | 893 | 0.56 | 0.62 | 0.97 | 0.90 | 0.00 | 0.96 | 0.93 | 0.85 | 0.90 |\n| erythroid progenitor cell | 884 | 0.57 | 0.56 | 0.83 | 0.81 | 0.00 | 0.65 | 0.77 | 0.74 | 0.78 |\n| innate lymphoid cell | 882 | 0.18 | 0.09 | 0.57 | 0.41 | 0.00 | 0.57 | 0.21 | 0.24 | 0.49 |\n| myometrial cell | 828 | 0.54 | 0.00 | 0.88 | 0.65 | 0.00 | 0.66 | 0.76 | 0.64 | 0.86 |\n| endothelial cell of vascular tree | 791 | 0.09 | 0.02 | 0.81 | 0.51 | 0.00 | 0.82 | 0.63 | 0.54 | 0.77 |\n| hematopoietic stem cell | 781 | 0.72 | 0.42 | 0.84 | 0.80 | 0.00 | 0.73 | 0.86 | 0.83 | 0.87 |\n| salivary gland cell | 749 | 0.57 | 0.00 | 0.92 | 0.77 | 0.00 | 0.78 | 0.68 | 0.60 | 0.92 |\n| granulocyte | 705 | 0.20 | 0.00 | 0.70 | 0.62 | 0.00 | 0.38 | 0.33 | 0.24 | 0.73 |\n| CD8-positive, alpha-beta thymocyte | 660 | 0.24 | 0.00 | 0.58 | 0.39 | 0.00 | 0.54 | 0.43 | 0.35 | 0.75 |\n| ciliated columnar cell of tracheobronchial tree | 648 | 0.00 | 0.06 | 0.97 | 0.80 | 0.00 | 0.94 | 0.93 | 0.89 | 0.98 |\n| intrahepatic cholangiocyte | 608 | 0.97 | 0.05 | 0.97 | 0.82 | 0.00 | 0.92 | 0.99 | 0.89 | 0.99 |\n| mural cell | 549 | 0.37 | 0.12 | 0.96 | 0.63 | 0.00 | 0.70 | 0.65 | 0.55 | 0.97 |\n| intestinal crypt stem cell of small intestine | 511 | 0.19 | 0.16 | 0.43 | 0.34 | 0.00 | 0.37 | 0.50 | 0.54 | 0.56 |\n| activated CD4-positive, alpha-beta T cell | 504 | 0.03 | 0.00 | 0.56 | 0.30 | 0.00 | 0.21 | 0.13 | 0.13 | 0.31 |\n| myeloid dendritic cell | 520 | 0.14 | 0.05 | 0.63 | 0.34 | 0.00 | 0.18 | 0.18 | 0.21 | 0.31 |\n| Mueller cell | 444 | 0.55 | 0.35 | 0.86 | 0.74 | 0.00 | 0.77 | 0.94 | 0.87 | 0.92 |\n| fast muscle cell | 439 | 0.31 | 0.55 | 0.94 | 0.84 | 0.00 | 0.90 | 0.80 | 0.88 | 0.93 |\n| platelet | 447 | 0.91 | 0.90 | 0.95 | 0.95 | 0.00 | 0.71 | 0.94 | 0.80 | 0.96 |\n| myoepithelial cell | 430 | 0.33 | 0.32 | 0.91 | 0.79 | 0.00 | 0.35 | 0.54 | 0.51 | 0.88 |\n| common myeloid progenitor | 400 | 0.39 | 0.33 | 0.83 | 0.73 | 0.00 | 0.66 | 0.84 | 0.80 | 0.85 |\n| thymocyte | 407 | 0.00 | 0.00 | 0.66 | 0.45 | 0.00 | 0.52 | 0.50 | 0.29 | 0.88 |\n| intestinal tuft cell | 400 | 0.82 | 0.76 | 0.97 | 0.82 | 0.00 | 0.93 | 0.98 | 0.97 | 0.96 |\n| pancreatic stellate cell | 381 | 0.00 | 0.00 | 0.96 | 0.56 | 0.00 | 0.68 | 0.66 | 0.44 | 0.93 |\n| tendon cell | 385 | 0.57 | 0.05 | 0.73 | 0.39 | 0.00 | 0.30 | 0.44 | 0.30 | 0.81 |\n| microglial cell | 361 | 0.05 | 0.00 | 0.77 | 0.27 | 0.00 | 0.59 | 0.33 | 0.21 | 0.73 |\n| muscle cell | 371 | 0.57 | 0.00 | 0.98 | 0.91 | 0.00 | 0.89 | 0.73 | 0.95 | 0.95 |\n| enterocyte of epithelium proper of jejunum | 363 | 0.00 | 0.00 | 0.62 | 0.51 | 0.00 | 0.87 | 0.63 | 0.45 | 0.95 |\n| mesothelial cell | 312 | 0.51 | 0.33 | 0.94 | 0.89 | 0.00 | 0.72 | 0.83 | 0.75 | 0.80 |\n| colon endothelial cell | 317 | 0.00 | 0.01 | 0.86 | 0.35 | 0.00 | 0.41 | 0.45 | 0.33 | 0.93 |\n| colon macrophage | 289 | 0.14 | 0.00 | 0.84 | 0.44 | 0.00 | 0.23 | 0.41 | 0.28 | 0.77 |\n| serous cell of epithelium of trachea | 290 | 0.37 | 0.00 | 0.88 | 0.69 | 0.00 | 0.34 | 0.57 | 0.51 | 0.86 |\n| ciliated epithelial cell | 284 | 0.00 | 0.00 | 0.96 | 0.72 | 0.00 | 0.84 | 0.98 | 0.88 | 0.98 |\n| Schwann cell | 286 | 0.57 | 0.28 | 0.88 | 0.73 | 0.00 | 0.67 | 0.84 | 0.73 | 0.88 |\n| mucus secreting cell | 245 | 0.00 | 0.01 | 0.88 | 0.70 | 0.00 | 0.40 | 0.74 | 0.76 | 0.89 |\n| supporting cell of vestibular epithelium | 244 | 0.85 | 0.00 | 0.73 | 0.78 | 0.00 | 0.98 | 1.00 | 0.82 | 0.99 |\n| enteroendocrine cell of small intestine | 247 | 0.53 | 0.07 | 0.89 | 0.64 | 0.00 | 0.82 | 0.92 | 0.82 | 0.93 |\n| ovarian surface epithelial cell | 215 | 0.00 | 0.09 | 0.93 | 0.87 | 0.00 | 0.77 | 0.82 | 0.69 | 0.94 |\n| transit amplifying cell of colon | 216 | 0.44 | 0.23 | 0.65 | 0.43 | 0.00 | 0.49 | 0.74 | 0.63 | 0.86 |\n| glandular epithelial cell | 221 | 0.00 | 0.03 | 0.89 | 0.72 | 0.00 | 0.71 | 0.79 | 0.70 | 0.97 |\n| melanocyte | 198 | 0.00 | 0.22 | 0.85 | 0.52 | 0.00 | 0.62 | 0.80 | 0.73 | 0.93 |\n| tracheal goblet cell | 211 | 0.00 | 0.06 | 0.88 | 0.73 | 0.00 | 0.53 | 0.82 | 0.67 | 0.94 |\n| hepatic stellate cell | 211 | 0.53 | 0.00 | 0.83 | 0.35 | 0.00 | 0.51 | 0.54 | 0.39 | 0.78 |\n| bronchial smooth muscle cell | 197 | 0.00 | 0.00 | 0.80 | 0.46 | 0.00 | 0.53 | 0.40 | 0.40 | 0.78 |\n| paneth cell of colon | 204 | 0.00 | 0.07 | 0.80 | 0.66 | 0.00 | 0.58 | 0.84 | 0.39 | 0.93 |\n| tongue muscle cell | 169 | 0.45 | 0.00 | 0.89 | 0.61 | 0.00 | 0.71 | 0.68 | 0.47 | 0.93 |\n| leukocyte | 179 | 0.05 | 0.01 | 0.64 | 0.14 | 0.00 | 0.23 | 0.27 | 0.19 | 0.51 |\n| tuft cell of colon | 160 | 0.00 | 0.00 | 0.89 | 0.50 | 0.00 | 0.85 | 0.96 | 0.84 | 0.97 |\n| slow muscle cell | 159 | 0.36 | 0.19 | 0.89 | 0.75 | 0.00 | 0.77 | 0.95 | 0.87 | 0.95 |\n| ionocyte | 137 | 0.00 | 0.04 | 0.82 | 0.64 | 0.00 | 0.58 | 0.87 | 0.75 | 0.91 |\n| connective tissue cell | 134 | 0.00 | 0.00 | 0.97 | 0.83 | 0.00 | 0.45 | 0.35 | 0.25 | 0.96 |\n| sebum secreting cell | 126 | 0.59 | 0.02 | 0.91 | 0.44 | 0.00 | 0.70 | 0.89 | 0.63 | 0.92 |\n| neuro-medullary thymic epithelial cell | 125 | 0.30 | 0.27 | 0.83 | 0.78 | 0.00 | 0.40 | 0.46 | 0.56 | 0.46 |\n| endothelial cell of arteriole | 119 | 0.00 | 0.00 | 0.92 | 0.27 | 0.00 | 0.62 | 0.82 | 0.45 | 0.97 |\n| male germ cell | 106 | 0.00 | 0.00 | 0.92 | 0.85 | 0.00 | 0.82 | 1.00 | 0.84 | 0.99 |\n| type B pancreatic cell | 92 | 0.00 | 0.00 | 0.95 | 0.86 | 0.00 | 0.99 | 1.00 | 0.92 | 0.99 |\n| hematopoietic cell | 91 | 0.00 | 0.00 | 0.74 | 0.65 | 0.00 | 0.20 | 0.61 | 0.43 | 0.75 |\n| plasmacytoid dendritic cell | 84 | 0.00 | 0.32 | 0.75 | 0.64 | 0.00 | 0.20 | 0.49 | 0.42 | 0.73 |\n| neuron | 70 | 0.00 | 0.00 | 0.97 | 0.80 | 0.00 | 0.35 | 0.66 | 0.66 | 0.87 |\n| myeloid cell | 74 | 0.00 | 0.00 | 0.61 | 0.05 | 0.00 | 0.42 | 0.33 | 0.27 | 0.88 |\n| myo-medullary thymic epithelial cell | 67 | 0.00 | 0.00 | 0.94 | 0.85 | 0.00 | 0.92 | 0.86 | 0.89 | 0.99 |\n| Langerhans cell | 68 | 0.00 | 0.05 | 0.83 | 0.59 | 0.00 | 0.07 | 0.49 | 0.31 | 0.85 |\n| interstitial cell of Cajal | 60 | 0.00 | 0.00 | 0.97 | 0.35 | 0.00 | 0.18 | 0.45 | 0.47 | 0.96 |\n| peritubular myoid cell | 61 | 0.00 | 0.00 | 0.73 | 0.58 | 0.00 | 0.32 | 0.45 | 0.55 | 0.91 |\n| retinal pigment epithelial cell | 59 | 0.00 | 0.06 | 0.97 | 0.87 | 0.00 | 0.73 | 1.00 | 0.94 | 0.99 |\n| spermatogonium | 57 | 0.00 | 0.00 | 0.74 | 0.57 | 0.00 | 0.21 | 0.95 | 0.86 | 0.88 |\n| retinal bipolar neuron | 59 | 0.00 | 0.06 | 0.87 | 0.70 | 0.00 | 0.58 | 0.93 | 0.91 | 0.94 |\n| endothelial cell of venule | 47 | 0.00 | 0.00 | 0.91 | 0.28 | 0.00 | 0.27 | 0.90 | 0.52 | 0.92 |\n| vestibular dark cell | 46 | 0.00 | 0.00 | 0.43 | 0.08 | 0.00 | 0.73 | 1.00 | 0.81 | 0.94 |\n| pancreatic A cell | 43 | 0.00 | 0.00 | 0.94 | 0.91 | 0.00 | 0.73 | 1.00 | 1.00 | 1.00 |\n| type L enteroendocrine cell | 39 | 0.00 | 0.00 | 0.89 | 0.39 | 0.00 | 0.47 | 0.97 | 0.96 | 0.93 |\n| medullary thymic epithelial cell | 38 | 0.00 | 0.00 | 0.81 | 0.36 | 0.00 | 0.47 | 0.97 | 0.68 | 0.92 |\n| adipocyte | 36 | 0.00 | 0.00 | 0.76 | 0.38 | 0.00 | 0.36 | 0.63 | 0.50 | 0.86 |\n| transit amplifying cell of small intestine | 31 | 0.00 | 0.00 | 0.43 | 0.44 | 0.00 | 0.39 | 0.86 | 0.71 | 0.90 |\n| taste receptor cell | 30 | 0.00 | 0.00 | 0.82 | 0.49 | 0.00 | 0.19 | 0.81 | 0.34 | 0.93 |\n| enterochromaffin-like cell | 26 | 0.00 | 0.00 | 0.86 | 0.32 | 0.00 | 0.73 | 0.98 | 0.95 | 0.98 |\n| enteroendocrine cell | 20 | 0.00 | 0.00 | 0.88 | 0.40 | 0.00 | 0.63 | 0.89 | 0.85 | 0.91 |\n| pulmonary ionocyte | 23 | 0.00 | 0.00 | 0.85 | 0.63 | 0.00 | 0.36 | 0.98 | 0.88 | 0.98 |\n| glial cell | 17 | 0.00 | 0.00 | 0.68 | 0.42 | 0.00 | 0.31 | 0.46 | 0.30 | 0.85 |\n| oocyte | 17 | 0.00 | 0.00 | 0.94 | 0.80 | 0.00 | 0.26 | 0.87 | 0.94 | 0.92 |\n| serous cell of epithelium of bronchus | 15 | 0.00 | 0.00 | 0.93 | 0.52 | 0.00 | 0.07 | 0.79 | 0.97 | 1.00 |\n| radial glial cell | 12 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.06 | 0.23 | 0.23 | 0.53 |\n| Leydig cell | 9 | 0.00 | 0.00 | 0.00 | 0.33 | 0.00 | 0.18 | 0.38 | 0.62 | 0.80 |\n| pancreatic D cell | 6 | 0.00 | 0.00 | 0.67 | 0.67 | 0.00 | 0.36 | 1.00 | 0.92 | 0.91 |\n| T follicular helper cell | 6 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.75 | 0.41 | 0.67 |\n| retina horizontal cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.10 | 1.00 | 0.73 | 0.67 |\n| pancreatic PP cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 1.00 | 0.80 | 1.00 |\n| epithelial fate stem cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.20 | 1.00 | 0.67 | 0.67 |\n| mesenchymal cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.25 | 0.57 | 0.00 |\n| erythroid lineage cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.25 | 1.00 | 0.67 | 0.00 |\n| retinal ganglion cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 0.33 | 0.33 | 1.00 |"
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