| { | |
| "query_accuracy": "| Cell Type | N cells | celltypist | knn on bbknn | knn on harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| kidney epithelial cell | 937 | 1.00 | 0.99 | 1.00 | 1.00 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| CD8-positive, alpha-beta T cell | 45 | 0.89 | 0.90 | 0.92 | 0.80 | 0.00 | 0.86 | 0.90 | 0.87 | 0.94 |\n| B cell | 45 | 0.98 | 0.75 | 0.98 | 0.97 | 0.00 | 0.99 | 0.96 | 0.96 | 0.96 |\n| macrophage | 38 | 0.82 | 0.81 | 0.85 | 0.83 | 0.00 | 0.81 | 0.83 | 0.85 | 0.85 |\n| CD4-positive, alpha-beta T cell | 27 | 0.83 | 0.90 | 0.86 | 0.78 | 0.00 | 0.79 | 0.82 | 0.90 | 0.88 |\n| natural killer cell | 18 | 0.94 | 0.92 | 0.95 | 0.80 | 0.00 | 0.86 | 0.92 | 0.95 | 0.95 |\n| endothelial cell | 16 | 0.86 | 0.61 | 0.97 | 0.90 | 0.00 | 0.64 | 0.91 | 0.94 | 0.97 |\n| monocyte | 5 | 0.00 | 0.00 | 0.60 | 0.00 | 0.00 | 0.62 | 0.44 | 0.57 | 0.33 |\n| non-classical monocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.00 |\n| neutrophil | 3 | 1.00 | 0.50 | 0.80 | 0.00 | 0.00 | 1.00 | 1.00 | 0.86 | 1.00 |\n| T cell | 3 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.50 | 0.00 | 0.50 | 0.00 |\n| plasma cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| intermediate monocyte | 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 on bbknn | knn on harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| kidney epithelial cell | 8341 | 1.00 | 0.99 | 1.00 | 1.00 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| CD8-positive, alpha-beta T cell | 492 | 0.85 | 0.83 | 0.90 | 0.82 | 0.00 | 0.91 | 1.00 | 1.00 | 0.96 |\n| B cell | 449 | 0.97 | 0.71 | 0.98 | 0.98 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| macrophage | 301 | 0.79 | 0.39 | 0.88 | 0.84 | 0.00 | 0.88 | 0.98 | 0.96 | 0.96 |\n| CD4-positive, alpha-beta T cell | 272 | 0.80 | 0.80 | 0.87 | 0.77 | 0.00 | 0.89 | 1.00 | 1.00 | 0.93 |\n| natural killer cell | 183 | 0.92 | 0.90 | 0.95 | 0.85 | 0.00 | 0.97 | 1.00 | 1.00 | 0.99 |\n| endothelial cell | 85 | 0.79 | 0.00 | 0.97 | 0.93 | 0.00 | 0.57 | 0.89 | 0.92 | 0.92 |\n| monocyte | 49 | 0.39 | 0.00 | 0.69 | 0.49 | 0.00 | 0.95 | 1.00 | 1.00 | 0.93 |\n| non-classical monocyte | 26 | 0.00 | 0.00 | 0.79 | 0.21 | 0.00 | 0.92 | 1.00 | 1.00 | 0.94 |\n| neutrophil | 19 | 1.00 | 0.00 | 0.94 | 0.10 | 0.00 | 0.93 | 1.00 | 0.97 | 1.00 |\n| T cell | 14 | 0.00 | 0.00 | 0.24 | 0.00 | 0.00 | 0.84 | 1.00 | 1.00 | 0.67 |\n| plasma cell | 5 | 0.00 | 0.00 | 1.00 | 0.50 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| intermediate monocyte | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 1.00 | 1.00 | 0.67 |" | |
| } |