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OnClass.data-00000-of-00001

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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| basal cell | 3333 | 0.89 | 0.80 | 0.88 | 0.67 | 0.00 | 0.60 | 0.88 | 0.86 | 0.93 |\n| bladder urothelial cell | 2697 | 0.99 | 0.92 | 0.90 | 0.57 | 0.00 | 0.28 | 1.00 | 0.99 | 0.99 |\n| luminal epithelial cell of mammary gland | 1514 | 0.99 | 0.17 | 0.97 | 0.51 | 0.00 | 0.36 | 0.99 | 0.98 | 1.00 |\n| enterocyte of epithelium proper of duodenum | 1373 | 0.90 | 0.61 | 0.81 | 0.46 | 0.00 | 0.12 | 0.90 | 0.91 | 0.95 |\n| stratified squamous epithelial cell | 1201 | 0.85 | 0.81 | 0.90 | 0.66 | 0.00 | 0.63 | 0.86 | 0.85 | 0.89 |\n| acinar cell of salivary gland | 1186 | 0.93 | 0.86 | 0.91 | 0.46 | 0.00 | 0.48 | 0.96 | 0.95 | 0.96 |\n| pulmonary alveolar type 2 cell | 1166 | 0.97 | 0.96 | 0.96 | 0.66 | 0.00 | 0.75 | 0.97 | 0.96 | 0.97 |\n| conjunctival epithelial cell | 1137 | 0.91 | 0.73 | 0.83 | 0.40 | 0.00 | 0.20 | 0.96 | 0.92 | 0.95 |\n| luminal cell of prostate epithelium | 1089 | 0.89 | 0.80 | 0.92 | 0.56 | 0.00 | 0.27 | 0.96 | 0.95 | 0.96 |\n| kidney epithelial cell | 926 | 0.99 | 0.87 | 0.92 | 0.39 | 0.00 | 0.03 | 0.99 | 0.99 | 0.99 |\n| hepatocyte | 735 | 1.00 | 1.00 | 0.97 | 0.62 | 0.00 | 0.42 | 1.00 | 0.99 | 1.00 |\n| enterocyte of epithelium proper of ileum | 688 | 0.98 | 0.25 | 0.83 | 0.27 | 0.00 | 0.01 | 0.98 | 0.98 | 0.98 |\n| pancreatic acinar cell | 535 | 0.94 | 0.62 | 0.93 | 0.40 | 0.00 | 0.11 | 0.98 | 0.96 | 0.97 |\n| enterocyte of epithelium of large intestine | 457 | 0.79 | 0.38 | 0.54 | 0.31 | 0.00 | 0.46 | 0.81 | 0.84 | 0.82 |\n| corneal epithelial cell | 432 | 0.91 | 0.00 | 0.93 | 0.70 | 0.00 | 0.35 | 0.96 | 0.94 | 0.96 |\n| duct epithelial cell | 377 | 0.81 | 0.60 | 0.77 | 0.44 | 0.00 | 0.50 | 0.86 | 0.82 | 0.87 |\n| basal cell of prostate epithelium | 331 | 0.70 | 0.03 | 0.87 | 0.38 | 0.00 | 0.48 | 0.86 | 0.84 | 0.87 |\n| pulmonary alveolar type 1 cell | 295 | 0.98 | 0.97 | 0.96 | 0.81 | 0.00 | 0.75 | 0.97 | 0.94 | 0.97 |\n| pancreatic ductal cell | 261 | 0.86 | 0.16 | 0.87 | 0.64 | 0.00 | 0.61 | 0.94 | 0.91 | 0.92 |\n| small intestine goblet cell | 198 | 0.89 | 0.80 | 0.90 | 0.56 | 0.00 | 0.19 | 0.94 | 0.91 | 0.95 |\n| paneth cell of epithelium of small intestine | 192 | 0.63 | 0.58 | 0.71 | 0.20 | 0.00 | 0.25 | 0.64 | 0.71 | 0.78 |\n| club cell | 192 | 0.66 | 0.79 | 0.81 | 0.48 | 0.00 | 0.77 | 0.79 | 0.77 | 0.85 |\n| intestinal crypt stem cell of colon | 173 | 0.81 | 0.54 | 0.65 | 0.47 | 0.00 | 0.06 | 0.77 | 0.82 | 0.85 |\n| progenitor cell of mammary luminal epithelium | 183 | 0.99 | 0.00 | 0.98 | 0.98 | 0.00 | 0.91 | 0.98 | 0.96 | 0.99 |\n| epithelial cell | 156 | 0.99 | 0.89 | 0.83 | 0.41 | 0.00 | 0.38 | 0.99 | 0.97 | 0.98 |\n| large intestine goblet cell | 155 | 0.89 | 0.71 | 0.74 | 0.44 | 0.00 | 0.53 | 0.91 | 0.91 | 0.91 |\n| enterocyte of epithelium proper of small intestine | 151 | 0.46 | 0.00 | 0.33 | 0.15 | 0.00 | 0.00 | 0.71 | 0.69 | 0.75 |\n| epithelial cell of uterus | 132 | 0.98 | 0.51 | 0.79 | 0.25 | 0.00 | 0.12 | 0.98 | 0.94 | 0.99 |\n| acinar cell | 138 | 0.79 | 0.57 | 0.51 | 0.49 | 0.00 | 0.66 | 0.92 | 0.92 | 0.92 |\n| lung ciliated cell | 109 | 0.70 | 0.53 | 0.84 | 0.73 | 0.00 | 0.71 | 0.95 | 0.94 | 0.89 |\n| respiratory goblet cell | 112 | 0.53 | 0.40 | 0.73 | 0.48 | 0.00 | 0.42 | 0.61 | 0.62 | 0.77 |\n| salivary gland cell | 81 | 0.64 | 0.07 | 0.89 | 0.38 | 0.00 | 0.51 | 0.72 | 0.70 | 0.90 |\n| ciliated columnar cell of tracheobronchial tree | 58 | 0.54 | 0.32 | 0.76 | 0.55 | 0.00 | 0.21 | 0.94 | 0.86 | 0.86 |\n| intrahepatic cholangiocyte | 65 | 0.95 | 0.24 | 0.69 | 0.50 | 0.00 | 0.41 | 1.00 | 0.96 | 0.92 |\n| blood vessel smooth muscle cell | 70 | 0.99 | 0.75 | 0.90 | 0.84 | 0.00 | 0.41 | 0.99 | 0.99 | 1.00 |\n| intestinal crypt stem cell of small intestine | 42 | 0.00 | 0.21 | 0.29 | 0.07 | 0.00 | 0.12 | 0.33 | 0.37 | 0.40 |\n| myoepithelial cell | 52 | 0.73 | 0.34 | 0.88 | 0.73 | 0.00 | 0.56 | 0.72 | 0.62 | 0.84 |\n| intestinal tuft cell | 37 | 0.77 | 0.84 | 0.91 | 0.71 | 0.00 | 0.60 | 0.99 | 0.97 | 0.90 |\n| enterocyte of epithelium proper of jejunum | 46 | 0.00 | 0.00 | 0.36 | 0.09 | 0.00 | 0.11 | 0.52 | 0.47 | 0.61 |\n| serous cell of epithelium of trachea | 28 | 0.33 | 0.00 | 0.00 | 0.08 | 0.00 | 0.11 | 0.40 | 0.48 | 0.67 |\n| mesothelial cell | 30 | 0.80 | 0.75 | 0.60 | 0.84 | 0.00 | 0.71 | 1.00 | 0.93 | 0.97 |\n| ciliated epithelial cell | 26 | 0.90 | 0.00 | 0.58 | 0.67 | 0.00 | 0.06 | 0.93 | 0.92 | 0.88 |\n| mucus secreting cell | 35 | 0.68 | 0.22 | 0.75 | 0.41 | 0.00 | 0.27 | 0.64 | 0.78 | 0.82 |\n| supporting cell of vestibular epithelium | 28 | 0.92 | 0.00 | 0.68 | 0.73 | 0.00 | 0.44 | 1.00 | 0.93 | 1.00 |\n| enteroendocrine cell of small intestine | 32 | 0.50 | 0.43 | 0.81 | 0.51 | 0.00 | 0.50 | 0.82 | 0.70 | 0.70 |\n| transit amplifying cell of colon | 24 | 0.37 | 0.33 | 0.29 | 0.36 | 0.00 | 0.29 | 0.53 | 0.53 | 0.65 |\n| ovarian surface epithelial cell | 15 | 0.00 | 0.00 | 0.70 | 0.62 | 0.00 | 0.83 | 1.00 | 0.97 | 0.93 |\n| tracheal goblet cell | 25 | 0.00 | 0.18 | 0.67 | 0.42 | 0.00 | 0.25 | 0.82 | 0.70 | 0.80 |\n| paneth cell of colon | 17 | 0.00 | 0.10 | 0.55 | 0.15 | 0.00 | 0.44 | 0.67 | 0.40 | 0.69 |\n| glandular epithelial cell | 14 | 0.78 | 0.15 | 0.24 | 0.28 | 0.00 | 0.20 | 0.92 | 0.80 | 0.88 |\n| tuft cell of colon | 18 | 0.00 | 0.33 | 0.69 | 0.26 | 0.00 | 0.44 | 0.92 | 0.91 | 0.76 |\n| ionocyte | 17 | 0.75 | 0.59 | 0.69 | 0.52 | 0.00 | 0.41 | 0.86 | 0.68 | 0.79 |\n| neuro-medullary thymic epithelial cell | 9 | 0.46 | 0.44 | 0.76 | 0.54 | 0.00 | 0.29 | 0.78 | 0.82 | 0.55 |\n| sebum secreting cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| type B pancreatic cell | 14 | 0.00 | 0.00 | 0.87 | 0.70 | 0.00 | 0.81 | 0.97 | 0.88 | 0.97 |\n| myo-medullary thymic epithelial cell | 5 | 1.00 | 0.00 | 0.00 | 0.91 | 0.00 | 0.23 | 1.00 | 0.91 | 1.00 |\n| interstitial cell of Cajal | 7 | 0.54 | 0.00 | 0.83 | 0.92 | 0.00 | 0.26 | 1.00 | 0.92 | 1.00 |\n| retinal pigment epithelial cell | 9 | 1.00 | 0.75 | 0.94 | 0.95 | 0.00 | 0.30 | 1.00 | 1.00 | 1.00 |\n| peritubular myoid cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| pancreatic A cell | 10 | 0.00 | 0.00 | 0.90 | 0.46 | 0.00 | 1.00 | 0.95 | 0.95 | 1.00 |\n| vestibular dark cell | 4 | 0.00 | 0.00 | 0.00 | 0.40 | 0.00 | 0.21 | 1.00 | 0.89 | 1.00 |\n| type L enteroendocrine cell | 8 | 0.00 | 0.00 | 0.62 | 0.00 | 0.00 | 0.73 | 0.94 | 0.67 | 0.67 |\n| medullary thymic epithelial cell | 4 | 0.00 | 0.00 | 0.00 | 0.40 | 0.00 | 0.03 | 1.00 | 0.67 | 0.67 |\n| transit amplifying cell of small intestine | 4 | 0.00 | 0.00 | 0.40 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| taste receptor cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.15 | 0.00 | 0.20 | 0.00 |\n| enterochromaffin-like cell | 7 | 0.00 | 0.00 | 0.44 | 0.18 | 0.00 | 0.34 | 0.73 | 0.67 | 0.25 |\n| pulmonary ionocyte | 1 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.00 |\n| enteroendocrine cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.11 | 1.00 | 0.00 | 0.00 |\n| serous cell of epithelium of bronchus | 1 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 | 0.17 | 1.00 | 0.00 | 1.00 |\n| pancreatic D cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| keratocyte | 0 | 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 |",
-    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| basal cell | 30183 | 0.89 | 0.75 | 0.94 | 0.78 | 0.00 | 0.87 | 0.87 | 0.86 | 0.95 |\n| bladder urothelial cell | 24535 | 0.99 | 0.89 | 0.94 | 0.72 | 0.00 | 0.97 | 1.00 | 0.99 | 1.00 |\n| luminal epithelial cell of mammary gland | 13909 | 0.99 | 0.00 | 0.98 | 0.72 | 0.00 | 0.99 | 0.99 | 0.98 | 1.00 |\n| enterocyte of epithelium proper of duodenum | 12122 | 0.90 | 0.11 | 0.88 | 0.63 | 0.00 | 0.96 | 0.92 | 0.92 | 0.96 |\n| stratified squamous epithelial cell | 11116 | 0.85 | 0.77 | 0.93 | 0.76 | 0.00 | 0.87 | 0.85 | 0.85 | 0.90 |\n| acinar cell of salivary gland | 11050 | 0.94 | 0.69 | 0.94 | 0.72 | 0.00 | 0.95 | 0.96 | 0.95 | 0.98 |\n| pulmonary alveolar type 2 cell | 10428 | 0.97 | 0.96 | 0.98 | 0.76 | 0.00 | 0.97 | 0.98 | 0.97 | 0.98 |\n| conjunctival epithelial cell | 9930 | 0.92 | 0.54 | 0.89 | 0.58 | 0.00 | 0.95 | 0.96 | 0.93 | 0.97 |\n| luminal cell of prostate epithelium | 9563 | 0.89 | 0.43 | 0.96 | 0.72 | 0.00 | 0.95 | 0.96 | 0.94 | 0.96 |\n| kidney epithelial cell | 8339 | 0.99 | 0.04 | 0.96 | 0.67 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |\n| hepatocyte | 6675 | 1.00 | 0.99 | 0.98 | 0.80 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| enterocyte of epithelium proper of ileum | 5789 | 0.98 | 0.01 | 0.89 | 0.54 | 0.00 | 0.98 | 0.98 | 0.97 | 0.99 |\n| pancreatic acinar cell | 4947 | 0.95 | 0.03 | 0.97 | 0.71 | 0.00 | 0.98 | 0.99 | 0.97 | 0.99 |\n| enterocyte of epithelium of large intestine | 4110 | 0.78 | 0.28 | 0.79 | 0.56 | 0.00 | 0.87 | 0.83 | 0.86 | 0.85 |\n| corneal epithelial cell | 3748 | 0.92 | 0.00 | 0.95 | 0.76 | 0.00 | 0.92 | 0.96 | 0.95 | 0.96 |\n| duct epithelial cell | 3512 | 0.80 | 0.43 | 0.90 | 0.69 | 0.00 | 0.87 | 0.85 | 0.84 | 0.91 |\n| basal cell of prostate epithelium | 3164 | 0.72 | 0.00 | 0.94 | 0.66 | 0.00 | 0.85 | 0.88 | 0.83 | 0.90 |\n| pulmonary alveolar type 1 cell | 2821 | 0.98 | 0.94 | 0.98 | 0.83 | 0.00 | 0.91 | 0.98 | 0.96 | 0.98 |\n| pancreatic ductal cell | 2458 | 0.87 | 0.01 | 0.94 | 0.78 | 0.00 | 0.96 | 0.96 | 0.95 | 0.97 |\n| small intestine goblet cell | 1846 | 0.88 | 0.54 | 0.94 | 0.75 | 0.00 | 0.88 | 0.95 | 0.92 | 0.95 |\n| paneth cell of epithelium of small intestine | 1661 | 0.60 | 0.40 | 0.80 | 0.53 | 0.00 | 0.69 | 0.72 | 0.76 | 0.84 |\n| club cell | 1555 | 0.65 | 0.76 | 0.92 | 0.66 | 0.00 | 0.80 | 0.82 | 0.78 | 0.90 |\n| intestinal crypt stem cell of colon | 1559 | 0.79 | 0.26 | 0.85 | 0.57 | 0.00 | 0.84 | 0.86 | 0.86 | 0.92 |\n| progenitor cell of mammary luminal epithelium | 1511 | 0.98 | 0.00 | 0.99 | 0.97 | 0.00 | 0.96 | 0.97 | 0.96 | 0.99 |\n| epithelial cell | 1478 | 0.95 | 0.43 | 0.83 | 0.54 | 0.00 | 0.94 | 0.98 | 0.97 | 0.97 |\n| large intestine goblet cell | 1402 | 0.89 | 0.17 | 0.83 | 0.63 | 0.00 | 0.83 | 0.93 | 0.92 | 0.94 |\n| enterocyte of epithelium proper of small intestine | 1264 | 0.46 | 0.00 | 0.73 | 0.35 | 0.00 | 0.86 | 0.75 | 0.75 | 0.87 |\n| epithelial cell of uterus | 1274 | 0.98 | 0.11 | 0.90 | 0.49 | 0.00 | 0.95 | 0.99 | 0.96 | 0.99 |\n| acinar cell | 1204 | 0.76 | 0.18 | 0.79 | 0.75 | 0.00 | 0.94 | 0.92 | 0.93 | 0.94 |\n| lung ciliated cell | 1100 | 0.69 | 0.10 | 0.92 | 0.89 | 0.00 | 0.97 | 0.97 | 0.97 | 0.97 |\n| respiratory goblet cell | 928 | 0.61 | 0.40 | 0.89 | 0.67 | 0.00 | 0.64 | 0.60 | 0.60 | 0.86 |\n| salivary gland cell | 769 | 0.63 | 0.01 | 0.95 | 0.71 | 0.00 | 0.91 | 0.74 | 0.76 | 0.94 |\n| ciliated columnar cell of tracheobronchial tree | 655 | 0.48 | 0.12 | 0.86 | 0.82 | 0.00 | 0.88 | 0.97 | 0.88 | 0.96 |\n| intrahepatic cholangiocyte | 593 | 0.91 | 0.17 | 0.96 | 0.72 | 0.00 | 0.95 | 0.99 | 0.95 | 0.99 |\n| blood vessel smooth muscle cell | 583 | 0.98 | 0.51 | 0.95 | 0.83 | 0.00 | 0.90 | 1.00 | 0.99 | 0.99 |\n| intestinal crypt stem cell of small intestine | 545 | 0.00 | 0.16 | 0.46 | 0.29 | 0.00 | 0.43 | 0.58 | 0.60 | 0.68 |\n| myoepithelial cell | 434 | 0.78 | 0.21 | 0.94 | 0.85 | 0.00 | 0.70 | 0.75 | 0.64 | 0.89 |\n| intestinal tuft cell | 411 | 0.77 | 0.83 | 0.97 | 0.82 | 0.00 | 0.96 | 1.00 | 0.99 | 0.97 |\n| enterocyte of epithelium proper of jejunum | 359 | 0.00 | 0.00 | 0.65 | 0.24 | 0.00 | 0.94 | 0.60 | 0.52 | 0.93 |\n| serous cell of epithelium of trachea | 298 | 0.44 | 0.00 | 0.88 | 0.52 | 0.00 | 0.69 | 0.50 | 0.70 | 0.91 |\n| mesothelial cell | 295 | 0.68 | 0.68 | 0.86 | 0.84 | 0.00 | 0.90 | 0.96 | 0.96 | 0.94 |\n| ciliated epithelial cell | 294 | 0.95 | 0.00 | 0.80 | 0.74 | 0.00 | 0.93 | 0.98 | 0.98 | 0.99 |\n| mucus secreting cell | 235 | 0.57 | 0.03 | 0.89 | 0.63 | 0.00 | 0.72 | 0.64 | 0.80 | 0.90 |\n| supporting cell of vestibular epithelium | 239 | 0.87 | 0.00 | 0.68 | 0.77 | 0.00 | 0.91 | 1.00 | 0.96 | 1.00 |\n| enteroendocrine cell of small intestine | 232 | 0.56 | 0.53 | 0.92 | 0.74 | 0.00 | 0.85 | 0.95 | 0.92 | 0.94 |\n| transit amplifying cell of colon | 213 | 0.35 | 0.16 | 0.59 | 0.50 | 0.00 | 0.64 | 0.70 | 0.71 | 0.84 |\n| ovarian surface epithelial cell | 216 | 0.00 | 0.13 | 0.85 | 0.80 | 0.00 | 0.89 | 0.99 | 0.97 | 0.97 |\n| tracheal goblet cell | 201 | 0.00 | 0.16 | 0.90 | 0.68 | 0.00 | 0.59 | 0.87 | 0.72 | 0.93 |\n| paneth cell of colon | 200 | 0.00 | 0.07 | 0.72 | 0.53 | 0.00 | 0.64 | 0.77 | 0.51 | 0.88 |\n| glandular epithelial cell | 201 | 0.87 | 0.03 | 0.75 | 0.53 | 0.00 | 0.93 | 0.99 | 0.91 | 0.99 |\n| tuft cell of colon | 160 | 0.00 | 0.11 | 0.95 | 0.59 | 0.00 | 0.89 | 0.98 | 0.93 | 0.96 |\n| ionocyte | 143 | 0.72 | 0.29 | 0.83 | 0.68 | 0.00 | 0.64 | 0.91 | 0.82 | 0.88 |\n| neuro-medullary thymic epithelial cell | 115 | 0.48 | 0.01 | 0.90 | 0.85 | 0.00 | 0.67 | 0.87 | 0.91 | 0.90 |\n| sebum secreting cell | 105 | 0.00 | 0.00 | 0.90 | 0.30 | 0.00 | 0.36 | 0.95 | 0.80 | 0.98 |\n| type B pancreatic cell | 88 | 0.00 | 0.00 | 0.94 | 0.90 | 0.00 | 0.98 | 1.00 | 0.99 | 1.00 |\n| myo-medullary thymic epithelial cell | 72 | 0.90 | 0.00 | 0.96 | 0.84 | 0.00 | 0.97 | 0.97 | 0.95 | 0.99 |\n| interstitial cell of Cajal | 63 | 0.39 | 0.00 | 1.00 | 0.91 | 0.00 | 0.73 | 0.99 | 0.98 | 0.99 |\n| retinal pigment epithelial cell | 58 | 0.97 | 0.01 | 1.00 | 0.96 | 0.00 | 0.64 | 0.99 | 1.00 | 0.99 |\n| peritubular myoid cell | 61 | 0.00 | 0.00 | 0.73 | 0.63 | 0.00 | 0.90 | 1.00 | 0.92 | 0.96 |\n| pancreatic A cell | 38 | 0.00 | 0.00 | 0.96 | 0.89 | 0.00 | 0.96 | 1.00 | 1.00 | 1.00 |\n| vestibular dark cell | 41 | 0.00 | 0.00 | 0.70 | 0.24 | 0.00 | 0.63 | 1.00 | 0.88 | 0.99 |\n| type L enteroendocrine cell | 36 | 0.00 | 0.00 | 0.85 | 0.26 | 0.00 | 0.79 | 0.97 | 0.96 | 0.96 |\n| medullary thymic epithelial cell | 31 | 0.00 | 0.00 | 0.85 | 0.43 | 0.00 | 0.47 | 1.00 | 0.78 | 0.98 |\n| transit amplifying cell of small intestine | 30 | 0.00 | 0.00 | 0.44 | 0.18 | 0.00 | 0.31 | 0.87 | 0.87 | 0.93 |\n| taste receptor cell | 28 | 0.00 | 0.01 | 0.56 | 0.53 | 0.00 | 0.42 | 0.90 | 0.43 | 0.93 |\n| enterochromaffin-like cell | 20 | 0.00 | 0.00 | 0.83 | 0.56 | 0.00 | 0.51 | 0.98 | 1.00 | 1.00 |\n| pulmonary ionocyte | 24 | 0.00 | 0.00 | 0.89 | 0.54 | 0.00 | 0.69 | 0.98 | 0.84 | 0.96 |\n| enteroendocrine cell | 24 | 0.00 | 0.00 | 0.88 | 0.58 | 0.00 | 0.70 | 0.98 | 0.98 | 0.96 |\n| serous cell of epithelium of bronchus | 14 | 0.00 | 0.00 | 0.75 | 0.70 | 0.00 | 0.62 | 0.97 | 0.85 | 1.00 |\n| pancreatic D cell | 7 | 0.00 | 0.00 | 0.62 | 0.73 | 0.00 | 0.48 | 1.00 | 0.93 | 1.00 |\n| keratocyte | 7 | 0.00 | 0.00 | 0.44 | 0.00 | 0.00 | 0.70 | 0.48 | 0.50 | 0.60 |\n| pancreatic PP cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.33 | 1.00 | 1.00 | 1.00 |\n| epithelial fate stem cell | 1 | 0.00 | 0.00 | 0.00 | 0.67 | 0.00 | 0.17 | 0.22 | 1.00 | 1.00 |"
+    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| basal cell | 3375 | 0.86 | 0.80 | 0.88 | 0.73 | 0.00 | 0.68 | 0.87 | 0.86 | 0.93 |\n| bladder urothelial cell | 2721 | 0.99 | 0.91 | 0.91 | 0.66 | 0.00 | 0.55 | 1.00 | 0.99 | 0.99 |\n| luminal epithelial cell of mammary gland | 1512 | 0.99 | 0.18 | 0.97 | 0.67 | 0.00 | 0.60 | 0.99 | 0.98 | 1.00 |\n| enterocyte of epithelium proper of duodenum | 1378 | 0.92 | 0.62 | 0.80 | 0.47 | 0.00 | 0.27 | 0.91 | 0.91 | 0.94 |\n| stratified squamous epithelial cell | 1184 | 0.82 | 0.81 | 0.90 | 0.79 | 0.00 | 0.67 | 0.84 | 0.84 | 0.89 |\n| acinar cell of salivary gland | 1178 | 0.94 | 0.85 | 0.90 | 0.62 | 0.00 | 0.38 | 0.96 | 0.95 | 0.97 |\n| pulmonary alveolar type 2 cell | 1183 | 0.95 | 0.97 | 0.96 | 0.77 | 0.00 | 0.64 | 0.97 | 0.96 | 0.97 |\n| conjunctival epithelial cell | 1136 | 0.88 | 0.75 | 0.82 | 0.48 | 0.00 | 0.10 | 0.95 | 0.92 | 0.94 |\n| luminal cell of prostate epithelium | 1088 | 0.93 | 0.80 | 0.92 | 0.72 | 0.00 | 0.47 | 0.96 | 0.94 | 0.96 |\n| kidney epithelial cell | 939 | 0.99 | 0.81 | 0.92 | 0.51 | 0.00 | 0.22 | 1.00 | 1.00 | 1.00 |\n| hepatocyte | 739 | 1.00 | 1.00 | 0.97 | 0.64 | 0.00 | 0.33 | 1.00 | 1.00 | 1.00 |\n| enterocyte of epithelium proper of ileum | 678 | 0.98 | 0.26 | 0.83 | 0.35 | 0.00 | 0.06 | 0.98 | 0.98 | 0.98 |\n| pancreatic acinar cell | 530 | 0.93 | 0.67 | 0.94 | 0.59 | 0.00 | 0.19 | 0.98 | 0.97 | 0.97 |\n| enterocyte of epithelium of large intestine | 475 | 0.81 | 0.38 | 0.56 | 0.41 | 0.00 | 0.04 | 0.82 | 0.87 | 0.83 |\n| corneal epithelial cell | 422 | 0.92 | 0.00 | 0.94 | 0.71 | 0.00 | 0.60 | 0.96 | 0.95 | 0.97 |\n| duct epithelial cell | 370 | 0.80 | 0.58 | 0.79 | 0.45 | 0.00 | 0.43 | 0.83 | 0.80 | 0.86 |\n| basal cell of prostate epithelium | 325 | 0.74 | 0.02 | 0.86 | 0.41 | 0.00 | 0.24 | 0.89 | 0.82 | 0.87 |\n| pulmonary alveolar type 1 cell | 296 | 0.97 | 0.96 | 0.96 | 0.81 | 0.00 | 0.86 | 0.97 | 0.96 | 0.98 |\n| pancreatic ductal cell | 263 | 0.89 | 0.14 | 0.87 | 0.64 | 0.00 | 0.56 | 0.94 | 0.94 | 0.95 |\n| small intestine goblet cell | 202 | 0.89 | 0.77 | 0.91 | 0.71 | 0.00 | 0.63 | 0.92 | 0.91 | 0.93 |\n| paneth cell of epithelium of small intestine | 187 | 0.67 | 0.57 | 0.70 | 0.31 | 0.00 | 0.32 | 0.68 | 0.74 | 0.79 |\n| club cell | 189 | 0.72 | 0.77 | 0.83 | 0.56 | 0.00 | 0.64 | 0.79 | 0.77 | 0.86 |\n| intestinal crypt stem cell of colon | 170 | 0.78 | 0.53 | 0.69 | 0.46 | 0.00 | 0.10 | 0.78 | 0.80 | 0.85 |\n| progenitor cell of mammary luminal epithelium | 182 | 0.99 | 0.00 | 0.98 | 0.98 | 0.00 | 0.96 | 0.96 | 0.95 | 0.99 |\n| epithelial cell | 158 | 0.98 | 0.91 | 0.87 | 0.38 | 0.00 | 0.21 | 0.99 | 0.97 | 0.97 |\n| large intestine goblet cell | 149 | 0.86 | 0.66 | 0.75 | 0.52 | 0.00 | 0.51 | 0.93 | 0.87 | 0.91 |\n| enterocyte of epithelium proper of small intestine | 148 | 0.41 | 0.00 | 0.24 | 0.17 | 0.00 | 0.32 | 0.71 | 0.73 | 0.70 |\n| epithelial cell of uterus | 141 | 0.96 | 0.47 | 0.79 | 0.37 | 0.00 | 0.25 | 0.99 | 0.95 | 0.98 |\n| acinar cell | 140 | 0.86 | 0.56 | 0.52 | 0.68 | 0.00 | 0.68 | 0.93 | 0.92 | 0.94 |\n| lung ciliated cell | 111 | 0.77 | 0.58 | 0.81 | 0.79 | 0.00 | 0.75 | 0.95 | 0.96 | 0.94 |\n| respiratory goblet cell | 109 | 0.60 | 0.49 | 0.74 | 0.47 | 0.00 | 0.37 | 0.66 | 0.70 | 0.78 |\n| salivary gland cell | 79 | 0.70 | 0.10 | 0.89 | 0.46 | 0.00 | 0.60 | 0.80 | 0.71 | 0.89 |\n| ciliated columnar cell of tracheobronchial tree | 60 | 0.00 | 0.38 | 0.74 | 0.71 | 0.00 | 0.41 | 0.94 | 0.90 | 0.92 |\n| intrahepatic cholangiocyte | 55 | 0.99 | 0.20 | 0.72 | 0.40 | 0.00 | 0.40 | 1.00 | 0.95 | 0.95 |\n| blood vessel smooth muscle cell | 65 | 0.99 | 0.73 | 0.91 | 0.82 | 0.00 | 0.75 | 0.99 | 0.98 | 0.99 |\n| intestinal crypt stem cell of small intestine | 43 | 0.00 | 0.21 | 0.33 | 0.16 | 0.00 | 0.18 | 0.35 | 0.36 | 0.40 |\n| myoepithelial cell | 40 | 0.65 | 0.33 | 0.84 | 0.57 | 0.00 | 0.63 | 0.58 | 0.48 | 0.83 |\n| intestinal tuft cell | 38 | 0.75 | 0.80 | 0.92 | 0.71 | 0.00 | 0.76 | 0.99 | 0.96 | 0.87 |\n| enterocyte of epithelium proper of jejunum | 49 | 0.00 | 0.00 | 0.35 | 0.14 | 0.00 | 0.05 | 0.53 | 0.46 | 0.56 |\n| serous cell of epithelium of trachea | 27 | 0.31 | 0.00 | 0.19 | 0.36 | 0.00 | 0.26 | 0.45 | 0.43 | 0.75 |\n| mesothelial cell | 31 | 0.95 | 0.79 | 0.63 | 0.82 | 0.00 | 0.54 | 0.98 | 0.94 | 0.98 |\n| ciliated epithelial cell | 27 | 0.91 | 0.00 | 0.46 | 0.72 | 0.00 | 0.57 | 1.00 | 0.93 | 0.93 |\n| mucus secreting cell | 33 | 0.65 | 0.14 | 0.68 | 0.28 | 0.00 | 0.45 | 0.62 | 0.77 | 0.81 |\n| supporting cell of vestibular epithelium | 27 | 0.90 | 0.00 | 0.71 | 0.78 | 0.00 | 0.54 | 1.00 | 0.96 | 0.98 |\n| enteroendocrine cell of small intestine | 32 | 0.52 | 0.47 | 0.79 | 0.56 | 0.00 | 0.65 | 0.83 | 0.74 | 0.79 |\n| transit amplifying cell of colon | 20 | 0.35 | 0.22 | 0.29 | 0.25 | 0.00 | 0.21 | 0.48 | 0.54 | 0.65 |\n| ovarian surface epithelial cell | 14 | 0.90 | 0.12 | 0.67 | 0.56 | 0.00 | 0.31 | 1.00 | 0.86 | 0.96 |\n| tracheal goblet cell | 24 | 0.00 | 0.19 | 0.65 | 0.59 | 0.00 | 0.41 | 0.81 | 0.63 | 0.79 |\n| paneth cell of colon | 17 | 0.00 | 0.10 | 0.58 | 0.43 | 0.00 | 0.32 | 0.76 | 0.30 | 0.67 |\n| glandular epithelial cell | 14 | 0.75 | 0.17 | 0.32 | 0.61 | 0.00 | 0.14 | 0.93 | 0.71 | 0.88 |\n| tuft cell of colon | 19 | 0.00 | 0.09 | 0.76 | 0.27 | 0.00 | 0.61 | 0.88 | 0.92 | 0.67 |\n| ionocyte | 10 | 0.80 | 0.53 | 0.67 | 0.67 | 0.00 | 0.50 | 0.83 | 0.71 | 0.86 |\n| neuro-medullary thymic epithelial cell | 9 | 0.48 | 0.32 | 0.76 | 0.57 | 0.00 | 0.50 | 0.75 | 0.69 | 0.59 |\n| sebum secreting cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| type B pancreatic cell | 15 | 0.00 | 0.00 | 0.90 | 0.82 | 0.00 | 0.54 | 0.97 | 0.88 | 0.97 |\n| myo-medullary thymic epithelial cell | 4 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 | 0.05 | 1.00 | 1.00 | 1.00 |\n| interstitial cell of Cajal | 7 | 0.00 | 0.00 | 0.92 | 0.62 | 0.00 | 0.31 | 0.93 | 0.92 | 1.00 |\n| retinal pigment epithelial cell | 9 | 1.00 | 0.88 | 0.80 | 1.00 | 0.00 | 0.78 | 1.00 | 1.00 | 1.00 |\n| peritubular myoid cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| pancreatic A cell | 10 | 0.00 | 0.00 | 0.90 | 0.43 | 0.00 | 0.80 | 1.00 | 0.89 | 1.00 |\n| vestibular dark cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.11 | 1.00 | 0.80 | 0.86 |\n| type L enteroendocrine cell | 8 | 0.00 | 0.00 | 0.71 | 0.20 | 0.00 | 0.71 | 1.00 | 0.86 | 0.77 |\n| medullary thymic epithelial cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.05 | 0.89 | 0.75 | 0.67 |\n| transit amplifying cell of small intestine | 4 | 0.00 | 0.00 | 0.40 | 0.00 | 0.00 | 0.08 | 0.00 | 0.00 | 0.00 |\n| taste receptor cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.10 | 0.00 | 0.22 | 0.40 |\n| enterochromaffin-like cell | 5 | 0.00 | 0.00 | 0.57 | 0.20 | 0.00 | 0.60 | 0.75 | 0.80 | 0.57 |\n| pulmonary ionocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| enteroendocrine cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| serous cell of epithelium of bronchus | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.06 | 1.00 | 1.00 | 1.00 |\n| pancreatic D cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| keratocyte | 0 | 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 | 1 | 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| basal cell | 30141 | 0.86 | 0.75 | 0.94 | 0.83 | 0.00 | 0.85 | 0.87 | 0.86 | 0.94 |\n| bladder urothelial cell | 24511 | 0.99 | 0.88 | 0.94 | 0.79 | 0.00 | 0.97 | 1.00 | 0.99 | 1.00 |\n| luminal epithelial cell of mammary gland | 13912 | 0.99 | 0.00 | 0.98 | 0.82 | 0.00 | 0.99 | 0.99 | 0.98 | 1.00 |\n| enterocyte of epithelium proper of duodenum | 12117 | 0.92 | 0.08 | 0.88 | 0.70 | 0.00 | 0.94 | 0.92 | 0.92 | 0.97 |\n| stratified squamous epithelial cell | 11133 | 0.83 | 0.78 | 0.93 | 0.86 | 0.00 | 0.82 | 0.85 | 0.84 | 0.90 |\n| acinar cell of salivary gland | 11058 | 0.95 | 0.70 | 0.94 | 0.79 | 0.00 | 0.96 | 0.96 | 0.96 | 0.98 |\n| pulmonary alveolar type 2 cell | 10411 | 0.96 | 0.96 | 0.98 | 0.83 | 0.00 | 0.97 | 0.98 | 0.97 | 0.98 |\n| conjunctival epithelial cell | 9930 | 0.89 | 0.58 | 0.89 | 0.68 | 0.00 | 0.95 | 0.95 | 0.93 | 0.97 |\n| luminal cell of prostate epithelium | 9564 | 0.92 | 0.39 | 0.96 | 0.81 | 0.00 | 0.96 | 0.96 | 0.94 | 0.97 |\n| kidney epithelial cell | 8326 | 0.99 | 0.03 | 0.96 | 0.78 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| hepatocyte | 6672 | 1.00 | 0.99 | 0.98 | 0.86 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| enterocyte of epithelium proper of ileum | 5799 | 0.98 | 0.05 | 0.89 | 0.61 | 0.00 | 0.98 | 0.98 | 0.98 | 0.99 |\n| pancreatic acinar cell | 4952 | 0.94 | 0.07 | 0.97 | 0.79 | 0.00 | 0.98 | 0.99 | 0.97 | 0.99 |\n| enterocyte of epithelium of large intestine | 4092 | 0.78 | 0.27 | 0.79 | 0.62 | 0.00 | 0.87 | 0.84 | 0.88 | 0.86 |\n| corneal epithelial cell | 3758 | 0.92 | 0.00 | 0.95 | 0.81 | 0.00 | 0.93 | 0.96 | 0.94 | 0.96 |\n| duct epithelial cell | 3519 | 0.80 | 0.44 | 0.90 | 0.72 | 0.00 | 0.87 | 0.85 | 0.84 | 0.91 |\n| basal cell of prostate epithelium | 3170 | 0.77 | 0.00 | 0.94 | 0.71 | 0.00 | 0.86 | 0.87 | 0.83 | 0.92 |\n| pulmonary alveolar type 1 cell | 2820 | 0.97 | 0.95 | 0.98 | 0.88 | 0.00 | 0.94 | 0.98 | 0.96 | 0.98 |\n| pancreatic ductal cell | 2456 | 0.90 | 0.03 | 0.94 | 0.80 | 0.00 | 0.96 | 0.97 | 0.95 | 0.97 |\n| small intestine goblet cell | 1842 | 0.89 | 0.49 | 0.94 | 0.81 | 0.00 | 0.91 | 0.94 | 0.93 | 0.96 |\n| paneth cell of epithelium of small intestine | 1666 | 0.65 | 0.36 | 0.80 | 0.56 | 0.00 | 0.68 | 0.76 | 0.77 | 0.85 |\n| club cell | 1558 | 0.72 | 0.74 | 0.92 | 0.69 | 0.00 | 0.86 | 0.82 | 0.79 | 0.91 |\n| intestinal crypt stem cell of colon | 1562 | 0.79 | 0.27 | 0.83 | 0.63 | 0.00 | 0.85 | 0.86 | 0.88 | 0.92 |\n| progenitor cell of mammary luminal epithelium | 1512 | 0.98 | 0.00 | 0.99 | 0.98 | 0.00 | 0.95 | 0.95 | 0.94 | 0.99 |\n| epithelial cell | 1476 | 0.95 | 0.41 | 0.82 | 0.61 | 0.00 | 0.96 | 0.98 | 0.97 | 0.98 |\n| large intestine goblet cell | 1408 | 0.87 | 0.18 | 0.84 | 0.69 | 0.00 | 0.91 | 0.95 | 0.91 | 0.94 |\n| enterocyte of epithelium proper of small intestine | 1267 | 0.42 | 0.00 | 0.74 | 0.43 | 0.00 | 0.85 | 0.74 | 0.78 | 0.87 |\n| epithelial cell of uterus | 1274 | 0.98 | 0.12 | 0.90 | 0.55 | 0.00 | 0.94 | 0.99 | 0.96 | 0.99 |\n| acinar cell | 1202 | 0.82 | 0.17 | 0.80 | 0.80 | 0.00 | 0.93 | 0.95 | 0.94 | 0.96 |\n| lung ciliated cell | 1098 | 0.76 | 0.07 | 0.92 | 0.90 | 0.00 | 0.96 | 0.98 | 0.97 | 0.98 |\n| respiratory goblet cell | 931 | 0.64 | 0.42 | 0.89 | 0.70 | 0.00 | 0.74 | 0.66 | 0.67 | 0.88 |\n| salivary gland cell | 771 | 0.69 | 0.02 | 0.95 | 0.78 | 0.00 | 0.90 | 0.81 | 0.78 | 0.94 |\n| ciliated columnar cell of tracheobronchial tree | 653 | 0.00 | 0.18 | 0.85 | 0.86 | 0.00 | 0.83 | 0.96 | 0.92 | 0.98 |\n| intrahepatic cholangiocyte | 602 | 0.97 | 0.16 | 0.97 | 0.65 | 0.00 | 0.91 | 0.99 | 0.96 | 0.99 |\n| blood vessel smooth muscle cell | 588 | 0.98 | 0.33 | 0.95 | 0.86 | 0.00 | 0.97 | 1.00 | 1.00 | 1.00 |\n| intestinal crypt stem cell of small intestine | 544 | 0.01 | 0.13 | 0.48 | 0.30 | 0.00 | 0.39 | 0.60 | 0.62 | 0.71 |\n| myoepithelial cell | 446 | 0.77 | 0.14 | 0.94 | 0.84 | 0.00 | 0.75 | 0.71 | 0.57 | 0.92 |\n| intestinal tuft cell | 410 | 0.77 | 0.82 | 0.97 | 0.86 | 0.00 | 0.95 | 0.99 | 0.98 | 0.96 |\n| enterocyte of epithelium proper of jejunum | 356 | 0.00 | 0.00 | 0.66 | 0.31 | 0.00 | 0.95 | 0.57 | 0.51 | 0.95 |\n| serous cell of epithelium of trachea | 299 | 0.44 | 0.00 | 0.88 | 0.63 | 0.00 | 0.49 | 0.55 | 0.62 | 0.80 |\n| mesothelial cell | 294 | 0.89 | 0.67 | 0.86 | 0.82 | 0.00 | 0.82 | 0.97 | 0.97 | 0.96 |\n| ciliated epithelial cell | 293 | 0.95 | 0.00 | 0.79 | 0.78 | 0.00 | 0.87 | 0.99 | 0.98 | 0.99 |\n| mucus secreting cell | 237 | 0.58 | 0.04 | 0.88 | 0.69 | 0.00 | 0.78 | 0.69 | 0.78 | 0.88 |\n| supporting cell of vestibular epithelium | 240 | 0.87 | 0.00 | 0.69 | 0.82 | 0.00 | 0.95 | 1.00 | 0.97 | 1.00 |\n| enteroendocrine cell of small intestine | 232 | 0.59 | 0.55 | 0.92 | 0.79 | 0.00 | 0.81 | 0.95 | 0.90 | 0.91 |\n| transit amplifying cell of colon | 217 | 0.41 | 0.15 | 0.59 | 0.54 | 0.00 | 0.58 | 0.68 | 0.73 | 0.85 |\n| ovarian surface epithelial cell | 216 | 0.90 | 0.06 | 0.85 | 0.73 | 0.00 | 0.90 | 1.00 | 0.97 | 0.99 |\n| tracheal goblet cell | 203 | 0.00 | 0.17 | 0.90 | 0.71 | 0.00 | 0.73 | 0.86 | 0.71 | 0.92 |\n| paneth cell of colon | 200 | 0.00 | 0.14 | 0.74 | 0.64 | 0.00 | 0.68 | 0.77 | 0.44 | 0.90 |\n| glandular epithelial cell | 201 | 0.84 | 0.05 | 0.77 | 0.64 | 0.00 | 0.74 | 0.99 | 0.89 | 0.99 |\n| tuft cell of colon | 159 | 0.00 | 0.03 | 0.94 | 0.64 | 0.00 | 0.96 | 0.98 | 0.93 | 0.97 |\n| ionocyte | 150 | 0.71 | 0.34 | 0.83 | 0.73 | 0.00 | 0.72 | 0.87 | 0.83 | 0.88 |\n| neuro-medullary thymic epithelial cell | 115 | 0.49 | 0.04 | 0.90 | 0.81 | 0.00 | 0.79 | 0.94 | 0.92 | 0.91 |\n| sebum secreting cell | 106 | 0.76 | 0.00 | 0.91 | 0.34 | 0.00 | 0.84 | 0.97 | 0.83 | 0.97 |\n| type B pancreatic cell | 87 | 0.00 | 0.00 | 0.93 | 0.91 | 0.00 | 0.80 | 1.00 | 1.00 | 0.99 |\n| myo-medullary thymic epithelial cell | 73 | 0.00 | 0.00 | 0.95 | 0.87 | 0.00 | 0.67 | 1.00 | 0.99 | 0.99 |\n| interstitial cell of Cajal | 63 | 0.00 | 0.00 | 1.00 | 0.88 | 0.00 | 0.71 | 0.98 | 0.99 | 1.00 |\n| retinal pigment epithelial cell | 58 | 0.98 | 0.03 | 1.00 | 0.94 | 0.00 | 0.95 | 0.99 | 0.99 | 1.00 |\n| peritubular myoid cell | 61 | 0.00 | 0.00 | 0.74 | 0.60 | 0.00 | 0.98 | 0.99 | 0.91 | 0.97 |\n| pancreatic A cell | 38 | 0.00 | 0.00 | 0.96 | 0.88 | 0.00 | 0.88 | 1.00 | 1.00 | 1.00 |\n| vestibular dark cell | 41 | 0.00 | 0.00 | 0.70 | 0.27 | 0.00 | 0.20 | 1.00 | 0.88 | 0.97 |\n| type L enteroendocrine cell | 36 | 0.00 | 0.00 | 0.83 | 0.44 | 0.00 | 0.83 | 0.99 | 0.96 | 0.94 |\n| medullary thymic epithelial cell | 31 | 0.00 | 0.00 | 0.85 | 0.40 | 0.00 | 0.43 | 0.91 | 0.87 | 0.98 |\n| transit amplifying cell of small intestine | 30 | 0.00 | 0.00 | 0.45 | 0.06 | 0.00 | 0.28 | 0.75 | 0.83 | 0.91 |\n| taste receptor cell | 28 | 0.00 | 0.00 | 0.53 | 0.63 | 0.00 | 0.36 | 0.81 | 0.47 | 0.89 |\n| enterochromaffin-like cell | 22 | 0.00 | 0.00 | 0.84 | 0.67 | 0.00 | 0.86 | 0.98 | 1.00 | 0.98 |\n| pulmonary ionocyte | 24 | 0.00 | 0.00 | 0.89 | 0.59 | 0.00 | 0.51 | 1.00 | 0.81 | 0.98 |\n| enteroendocrine cell | 24 | 0.00 | 0.00 | 0.88 | 0.73 | 0.00 | 0.62 | 0.92 | 0.94 | 0.92 |\n| serous cell of epithelium of bronchus | 14 | 0.00 | 0.00 | 0.73 | 0.53 | 0.00 | 0.42 | 0.97 | 1.00 | 0.92 |\n| pancreatic D cell | 8 | 0.00 | 0.00 | 0.57 | 0.86 | 0.00 | 0.67 | 1.00 | 1.00 | 1.00 |\n| keratocyte | 7 | 0.00 | 0.00 | 0.25 | 0.00 | 0.00 | 0.54 | 0.82 | 0.33 | 0.44 |\n| pancreatic PP cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.80 | 1.00 | 1.00 | 0.67 |\n| epithelial fate stem cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.14 | 0.50 | 1.00 | 0.00 |"
 }

celltypist.pkl

@@ -1,3 +1,3 @@
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 size 1339674

harmony_knn_classifier.joblib

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-oid sha256:79558cfea52c4d6ee0a0269d4209a31e36f134fe0a326d8868b3e7c9762af5c9
-size 157236964
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+size 157356503

preprocessing.json

@@ -18,6 +18,7 @@
         "ENSG00000005381",
         "ENSG00000005421",
         "ENSG00000005448",
+        "ENSG00000005513",
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@@ -258,6 +259,7 @@
         "ENSG00000081985",
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         "ENSG00000101977",
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         "ENSG00000105146",
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         "ENSG00000105419",
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         "ENSG00000105708",
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         "ENSG00000117472",
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         "ENSG00000126467",
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-        "ENSG00000126759",
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         "ENSG00000134827",
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         "ENSG00000135636",
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         "ENSG00000136881",
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