| { | |
| "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 408 | 0.97 | 0.98 | 0.98 | 0.98 | 0.00 | 0.97 | 0.98 | 0.97 | 0.98 |\n| macrophage | 324 | 0.97 | 0.97 | 0.97 | 0.96 | 0.00 | 0.95 | 0.97 | 0.96 | 0.98 |\n| T cell | 267 | 0.68 | 0.76 | 0.76 | 0.74 | 0.00 | 0.72 | 0.71 | 0.83 | 0.82 |\n| endothelial cell | 202 | 0.99 | 0.99 | 0.99 | 0.98 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| mast cell | 213 | 0.99 | 0.99 | 0.98 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| CD8-positive, alpha-beta T cell | 128 | 0.66 | 0.67 | 0.63 | 0.55 | 0.00 | 0.71 | 0.78 | 0.89 | 0.77 |\n| smooth muscle cell | 60 | 0.87 | 0.90 | 0.90 | 0.91 | 0.00 | 0.86 | 0.87 | 0.85 | 0.87 |\n| CD4-positive, alpha-beta T cell | 31 | 0.35 | 0.14 | 0.05 | 0.00 | 0.00 | 0.30 | 0.24 | 0.27 | 0.33 |\n| neutrophil | 36 | 0.95 | 0.97 | 0.97 | 0.97 | 0.00 | 0.94 | 0.94 | 0.91 | 0.97 |\n| regulatory T cell | 24 | 0.63 | 0.68 | 0.69 | 0.66 | 0.00 | 0.63 | 0.52 | 0.58 | 0.69 |\n| sebum secreting cell | 13 | 0.86 | 0.86 | 0.86 | 0.89 | 0.00 | 0.89 | 0.89 | 0.77 | 0.86 |\n| myeloid dendritic cell | 15 | 0.78 | 0.57 | 0.47 | 0.00 | 0.00 | 0.60 | 0.71 | 0.59 | 0.71 |\n| melanocyte | 20 | 0.84 | 0.86 | 0.88 | 0.82 | 0.00 | 0.78 | 0.84 | 0.83 | 0.82 |\n| plasma cell | 8 | 0.94 | 1.00 | 1.00 | 1.00 | 0.00 | 0.94 | 0.93 | 0.93 | 1.00 |\n| Langerhans cell | 9 | 0.70 | 0.62 | 0.43 | 0.52 | 0.00 | 0.62 | 0.64 | 0.59 | 0.73 |\n| natural killer cell | 4 | 0.60 | 0.00 | 0.00 | 0.40 | 0.00 | 0.20 | 0.36 | 0.40 | 0.50 |\n| mature NK T cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.40 | 0.00 | 0.40 | 0.00 |\n| keratocyte | 3 | 0.36 | 0.00 | 0.00 | 0.80 | 0.00 | 0.67 | 1.00 | 0.80 | 0.80 |\n| basophil | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| epithelial cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 |\n| B cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| erythrocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| stromal cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| muscle cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| activated CD4-positive, alpha-beta T 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| fibroblast | 3722 | 0.98 | 0.98 | 0.98 | 0.98 | 0.00 | 0.97 | 0.98 | 0.98 | 0.98 |\n| macrophage | 2994 | 0.96 | 0.97 | 0.97 | 0.97 | 0.00 | 0.96 | 0.97 | 0.98 | 0.98 |\n| T cell | 2369 | 0.68 | 0.78 | 0.78 | 0.77 | 0.00 | 0.75 | 0.81 | 0.89 | 0.85 |\n| endothelial cell | 1873 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 0.99 |\n| mast cell | 1788 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| CD8-positive, alpha-beta T cell | 1403 | 0.69 | 0.75 | 0.73 | 0.66 | 0.00 | 0.76 | 0.89 | 0.94 | 0.84 |\n| smooth muscle cell | 444 | 0.84 | 0.87 | 0.87 | 0.87 | 0.00 | 0.84 | 0.87 | 0.88 | 0.87 |\n| CD4-positive, alpha-beta T cell | 334 | 0.26 | 0.20 | 0.22 | 0.04 | 0.00 | 0.45 | 0.59 | 0.70 | 0.61 |\n| neutrophil | 254 | 0.97 | 0.99 | 0.98 | 0.98 | 0.00 | 0.95 | 0.97 | 0.98 | 0.99 |\n| regulatory T cell | 249 | 0.62 | 0.68 | 0.71 | 0.68 | 0.00 | 0.79 | 0.82 | 0.85 | 0.80 |\n| sebum secreting cell | 122 | 0.87 | 0.88 | 0.87 | 0.87 | 0.00 | 0.96 | 0.96 | 0.97 | 0.90 |\n| myeloid dendritic cell | 93 | 0.54 | 0.49 | 0.48 | 0.23 | 0.00 | 0.61 | 0.72 | 0.81 | 0.75 |\n| melanocyte | 86 | 0.81 | 0.81 | 0.81 | 0.81 | 0.00 | 0.87 | 0.98 | 0.96 | 0.89 |\n| plasma cell | 78 | 0.98 | 0.98 | 0.99 | 0.94 | 0.00 | 0.90 | 0.96 | 0.99 | 0.98 |\n| Langerhans cell | 67 | 0.56 | 0.55 | 0.66 | 0.56 | 0.00 | 0.67 | 0.73 | 0.78 | 0.81 |\n| natural killer cell | 60 | 0.49 | 0.08 | 0.40 | 0.09 | 0.00 | 0.68 | 0.81 | 0.81 | 0.77 |\n| mature NK T cell | 29 | 0.00 | 0.00 | 0.25 | 0.00 | 0.00 | 0.46 | 0.95 | 0.92 | 0.84 |\n| keratocyte | 11 | 0.19 | 0.31 | 0.14 | 0.57 | 0.00 | 0.96 | 1.00 | 0.96 | 0.71 |\n| basophil | 7 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.37 | 0.93 | 0.93 | 0.00 |\n| epithelial cell | 6 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.63 | 1.00 | 1.00 | 0.29 |\n| B cell | 7 | 0.00 | 0.22 | 0.25 | 0.44 | 0.00 | 0.48 | 0.93 | 0.88 | 1.00 |\n| erythrocyte | 5 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 | 0.83 | 1.00 | 1.00 | 1.00 |\n| stromal cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.44 | 1.00 | 0.89 | 0.86 |\n| muscle cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| activated CD4-positive, alpha-beta T cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.18 | 1.00 | 1.00 | 1.00 |" | |
| } |