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  1. accuracies.json +1 -1
  2. predictions.csv +0 -0
accuracies.json CHANGED
@@ -1,4 +1,4 @@
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  {
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  "query_accuracy": "| Cell Type | N cells | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- |\n| macrophage | 0 | 0.00 | 0.00 | 0.00 |\n| pulmonary alveolar type 2 cell | 0 | 0.00 | 0.00 | 0.00 |\n| basal cell | 0 | 0.00 | 0.00 | 0.00 |\n| non-classical monocyte | 0 | 0.00 | 0.00 | 0.00 |\n| capillary endothelial cell | 0 | 0.00 | 0.00 | 0.00 |\n| club cell | 0 | 0.00 | 0.00 | 0.00 |\n| classical monocyte | 0 | 0.00 | 0.00 | 0.00 |\n| basophil | 0 | 0.00 | 0.00 | 0.00 |\n| CD4-positive, alpha-beta T cell | 0 | 0.00 | 0.00 | 0.00 |\n| respiratory goblet cell | 0 | 0.00 | 0.00 | 0.00 |\n| lung ciliated cell | 0 | 0.00 | 0.00 | 0.00 |\n| vein endothelial cell | 0 | 0.00 | 0.00 | 0.00 |\n| lung microvascular endothelial cell | 0 | 0.00 | 0.00 | 0.00 |\n| CD8-positive, alpha-beta T cell | 0 | 0.00 | 0.00 | 0.00 |\n| fibroblast | 0 | 0.00 | 0.00 | 0.00 |\n| intermediate monocyte | 0 | 0.00 | 0.00 | 0.00 |\n| adventitial cell | 0 | 0.00 | 0.00 | 0.00 |\n| endothelial cell of artery | 0 | 0.00 | 0.00 | 0.00 |\n| pulmonary alveolar type 1 cell | 0 | 0.00 | 0.00 | 0.00 |\n| neutrophil | 0 | 0.00 | 0.00 | 0.00 |\n| dendritic cell | 0 | 0.00 | 0.00 | 0.00 |\n| pericyte | 0 | 0.00 | 0.00 | 0.00 |\n| effector CD8-positive, alpha-beta T cell | 0 | 0.00 | 0.00 | 0.00 |\n| effector CD4-positive, alpha-beta T cell | 0 | 0.00 | 0.00 | 0.00 |\n| bronchial smooth muscle cell | 0 | 0.00 | 0.00 | 0.00 |\n| plasma cell | 0 | 0.00 | 0.00 | 0.00 |\n| smooth muscle cell | 0 | 0.00 | 0.00 | 0.00 |\n| endothelial cell of lymphatic vessel | 0 | 0.00 | 0.00 | 0.00 |\n| mature NK T cell | 0 | 0.00 | 0.00 | 0.00 |\n| pulmonary ionocyte | 0 | 0.00 | 0.00 | 0.00 |\n| B cell | 0 | 0.00 | 0.00 | 0.00 |",
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- "ref_accuracy": "| Cell Type | N cells | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- |\n| macrophage | 370 | 0.99 | 0.96 | 0.99 |\n| pulmonary alveolar type 2 cell | 247 | 0.99 | 0.94 | 0.94 |\n| basal cell | 60 | 0.94 | 0.92 | 0.97 |\n| non-classical monocyte | 34 | 0.89 | 0.70 | 0.90 |\n| capillary endothelial cell | 33 | 1.00 | 0.93 | 1.00 |\n| club cell | 32 | 0.95 | 0.85 | 0.86 |\n| classical monocyte | 27 | 0.98 | 0.92 | 0.98 |\n| basophil | 23 | 1.00 | 0.98 | 0.98 |\n| CD4-positive, alpha-beta T cell | 20 | 1.00 | 1.00 | 1.00 |\n| respiratory goblet cell | 18 | 0.88 | 1.00 | 1.00 |\n| lung ciliated cell | 15 | 1.00 | 0.97 | 0.97 |\n| vein endothelial cell | 14 | 1.00 | 1.00 | 1.00 |\n| lung microvascular endothelial cell | 14 | 1.00 | 0.97 | 1.00 |\n| CD8-positive, alpha-beta T cell | 12 | 1.00 | 0.96 | 0.96 |\n| fibroblast | 11 | 1.00 | 1.00 | 1.00 |\n| intermediate monocyte | 9 | 1.00 | 0.82 | 0.86 |\n| adventitial cell | 9 | 1.00 | 1.00 | 1.00 |\n| endothelial cell of artery | 8 | 1.00 | 0.89 | 1.00 |\n| pulmonary alveolar type 1 cell | 8 | 0.80 | 0.53 | 0.53 |\n| neutrophil | 7 | 1.00 | 0.88 | 0.93 |\n| dendritic cell | 6 | 1.00 | 1.00 | 1.00 |\n| pericyte | 6 | 1.00 | 1.00 | 1.00 |\n| effector CD8-positive, alpha-beta T cell | 3 | 1.00 | 0.86 | 0.86 |\n| effector CD4-positive, alpha-beta T cell | 3 | 1.00 | 1.00 | 1.00 |\n| bronchial smooth muscle cell | 3 | 1.00 | 1.00 | 1.00 |\n| plasma cell | 2 | 1.00 | 1.00 | 1.00 |\n| smooth muscle cell | 2 | 1.00 | 1.00 | 1.00 |\n| endothelial cell of lymphatic vessel | 1 | 1.00 | 1.00 | 1.00 |\n| mature NK T cell | 1 | 1.00 | 1.00 | 1.00 |\n| pulmonary ionocyte | 1 | 1.00 | 1.00 | 1.00 |\n| B cell | 1 | 1.00 | 1.00 | 1.00 |"
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  }
 
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  {
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  "query_accuracy": "| Cell Type | N cells | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- |\n| macrophage | 0 | 0.00 | 0.00 | 0.00 |\n| pulmonary alveolar type 2 cell | 0 | 0.00 | 0.00 | 0.00 |\n| basal cell | 0 | 0.00 | 0.00 | 0.00 |\n| non-classical monocyte | 0 | 0.00 | 0.00 | 0.00 |\n| capillary endothelial cell | 0 | 0.00 | 0.00 | 0.00 |\n| club cell | 0 | 0.00 | 0.00 | 0.00 |\n| classical monocyte | 0 | 0.00 | 0.00 | 0.00 |\n| basophil | 0 | 0.00 | 0.00 | 0.00 |\n| CD4-positive, alpha-beta T cell | 0 | 0.00 | 0.00 | 0.00 |\n| respiratory goblet cell | 0 | 0.00 | 0.00 | 0.00 |\n| lung ciliated cell | 0 | 0.00 | 0.00 | 0.00 |\n| vein endothelial cell | 0 | 0.00 | 0.00 | 0.00 |\n| lung microvascular endothelial cell | 0 | 0.00 | 0.00 | 0.00 |\n| CD8-positive, alpha-beta T cell | 0 | 0.00 | 0.00 | 0.00 |\n| fibroblast | 0 | 0.00 | 0.00 | 0.00 |\n| intermediate monocyte | 0 | 0.00 | 0.00 | 0.00 |\n| adventitial cell | 0 | 0.00 | 0.00 | 0.00 |\n| endothelial cell of artery | 0 | 0.00 | 0.00 | 0.00 |\n| pulmonary alveolar type 1 cell | 0 | 0.00 | 0.00 | 0.00 |\n| neutrophil | 0 | 0.00 | 0.00 | 0.00 |\n| dendritic cell | 0 | 0.00 | 0.00 | 0.00 |\n| pericyte | 0 | 0.00 | 0.00 | 0.00 |\n| effector CD8-positive, alpha-beta T cell | 0 | 0.00 | 0.00 | 0.00 |\n| effector CD4-positive, alpha-beta T cell | 0 | 0.00 | 0.00 | 0.00 |\n| bronchial smooth muscle cell | 0 | 0.00 | 0.00 | 0.00 |\n| plasma cell | 0 | 0.00 | 0.00 | 0.00 |\n| smooth muscle cell | 0 | 0.00 | 0.00 | 0.00 |\n| endothelial cell of lymphatic vessel | 0 | 0.00 | 0.00 | 0.00 |\n| mature NK T cell | 0 | 0.00 | 0.00 | 0.00 |\n| pulmonary ionocyte | 0 | 0.00 | 0.00 | 0.00 |\n| B cell | 0 | 0.00 | 0.00 | 0.00 |",
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+ "ref_accuracy": "| Cell Type | N cells | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- |\n| macrophage | 370 | 0.98 | 0.94 | 0.97 |\n| pulmonary alveolar type 2 cell | 247 | 0.99 | 0.94 | 0.94 |\n| basal cell | 60 | 0.92 | 0.88 | 0.93 |\n| non-classical monocyte | 34 | 0.80 | 0.64 | 0.80 |\n| capillary endothelial cell | 33 | 0.99 | 0.96 | 0.99 |\n| club cell | 32 | 0.96 | 0.83 | 0.84 |\n| classical monocyte | 27 | 0.98 | 0.96 | 0.96 |\n| basophil | 23 | 1.00 | 1.00 | 1.00 |\n| CD4-positive, alpha-beta T cell | 20 | 1.00 | 1.00 | 1.00 |\n| respiratory goblet cell | 18 | 0.90 | 0.88 | 0.92 |\n| lung ciliated cell | 15 | 1.00 | 0.94 | 0.94 |\n| vein endothelial cell | 14 | 1.00 | 0.97 | 1.00 |\n| lung microvascular endothelial cell | 14 | 1.00 | 1.00 | 1.00 |\n| CD8-positive, alpha-beta T cell | 12 | 1.00 | 0.96 | 0.96 |\n| fibroblast | 11 | 1.00 | 1.00 | 1.00 |\n| intermediate monocyte | 9 | 1.00 | 1.00 | 1.00 |\n| adventitial cell | 9 | 1.00 | 1.00 | 1.00 |\n| endothelial cell of artery | 8 | 1.00 | 1.00 | 1.00 |\n| pulmonary alveolar type 1 cell | 8 | 0.89 | 0.59 | 0.62 |\n| neutrophil | 7 | 1.00 | 0.93 | 0.93 |\n| dendritic cell | 6 | 1.00 | 0.92 | 0.92 |\n| pericyte | 6 | 1.00 | 1.00 | 1.00 |\n| effector CD8-positive, alpha-beta T cell | 3 | 1.00 | 1.00 | 1.00 |\n| effector CD4-positive, alpha-beta T cell | 3 | 1.00 | 1.00 | 1.00 |\n| bronchial smooth muscle cell | 3 | 1.00 | 1.00 | 1.00 |\n| plasma cell | 2 | 1.00 | 1.00 | 1.00 |\n| smooth muscle cell | 2 | 1.00 | 1.00 | 1.00 |\n| endothelial cell of lymphatic vessel | 1 | 1.00 | 1.00 | 1.00 |\n| mature NK T cell | 1 | 1.00 | 1.00 | 1.00 |\n| pulmonary ionocyte | 1 | 1.00 | 1.00 | 1.00 |\n| B cell | 1 | 1.00 | 1.00 | 1.00 |"
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  }
predictions.csv CHANGED
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