| { | |
| "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 122 | 0.97 | 0.98 | 0.99 | 0.99 | 0.00 | 0.98 | 0.98 | 0.98 | 0.98 |\n| macrophage | 53 | 1.00 | 0.99 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| basal epithelial cell of tracheobronchial tree | 30 | 0.94 | 0.94 | 0.97 | 0.95 | 0.00 | 0.97 | 0.97 | 0.94 | 0.98 |\n| T cell | 29 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 0.98 | 1.00 |\n| chondrocyte | 25 | 1.00 | 1.00 | 1.00 | 0.98 | 0.00 | 0.96 | 1.00 | 1.00 | 1.00 |\n| endothelial cell | 23 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 0.98 | 1.00 |\n| smooth muscle cell of trachea | 11 | 0.76 | 0.62 | 0.84 | 0.92 | 0.00 | 0.92 | 0.80 | 0.76 | 0.76 |\n| mucus secreting cell | 12 | 1.00 | 0.91 | 1.00 | 0.91 | 0.00 | 0.96 | 1.00 | 1.00 | 1.00 |\n| granulocyte | 3 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| keratinocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| ciliated columnar cell of tracheobronchial tree | 2 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 0.67 | 1.00 |", | |
| "ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 1112 | 0.98 | 0.97 | 0.97 | 0.97 | 0.00 | 0.96 | 0.99 | 0.99 | 0.99 |\n| macrophage | 377 | 0.99 | 0.99 | 0.99 | 0.98 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| basal epithelial cell of tracheobronchial tree | 372 | 0.94 | 0.93 | 0.95 | 0.95 | 0.00 | 0.94 | 1.00 | 1.00 | 0.99 |\n| T cell | 252 | 0.99 | 1.00 | 1.00 | 0.99 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| chondrocyte | 250 | 0.93 | 0.95 | 0.93 | 0.90 | 0.00 | 0.88 | 0.98 | 0.97 | 0.96 |\n| endothelial cell | 218 | 0.99 | 1.00 | 0.99 | 0.98 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| smooth muscle cell of trachea | 114 | 0.93 | 0.81 | 0.90 | 0.90 | 0.00 | 0.91 | 0.99 | 0.98 | 0.95 |\n| mucus secreting cell | 61 | 0.97 | 0.97 | 0.96 | 0.90 | 0.00 | 0.94 | 1.00 | 1.00 | 0.98 |\n| granulocyte | 50 | 0.98 | 1.00 | 0.98 | 0.95 | 0.00 | 0.96 | 1.00 | 1.00 | 1.00 |\n| keratinocyte | 22 | 1.00 | 0.00 | 0.79 | 0.96 | 0.00 | 0.96 | 1.00 | 1.00 | 1.00 |\n| ciliated columnar cell of tracheobronchial tree | 16 | 0.82 | 0.90 | 0.93 | 0.59 | 0.00 | 0.82 | 1.00 | 1.00 | 1.00 |" | |
| } |