| { | |
| "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| neutrophil | 3212 | 0.99 | 0.99 | 0.98 | 0.99 | 0.00 | 0.97 | 0.99 | 0.99 | 1.00 |\n| erythrocyte | 1173 | 1.00 | 1.00 | 0.98 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 1.00 |\n| classical monocyte | 1092 | 0.79 | 0.67 | 0.84 | 0.70 | 0.00 | 0.69 | 0.65 | 0.77 | 0.84 |\n| monocyte | 962 | 0.81 | 0.28 | 0.82 | 0.55 | 0.00 | 0.47 | 0.67 | 0.80 | 0.81 |\n| CD4-positive, alpha-beta T cell | 472 | 0.84 | 0.89 | 0.89 | 0.89 | 0.00 | 0.72 | 0.78 | 0.85 | 0.88 |\n| CD8-positive, alpha-beta T cell | 424 | 0.58 | 0.65 | 0.66 | 0.66 | 0.00 | 0.63 | 0.60 | 0.61 | 0.64 |\n| B cell | 378 | 0.98 | 0.98 | 0.98 | 0.98 | 0.00 | 0.99 | 0.97 | 0.98 | 0.98 |\n| natural killer cell | 315 | 0.71 | 0.64 | 0.63 | 0.58 | 0.00 | 0.64 | 0.61 | 0.65 | 0.69 |\n| macrophage | 123 | 0.50 | 0.49 | 0.48 | 0.48 | 0.00 | 0.35 | 0.29 | 0.42 | 0.50 |\n| intermediate monocyte | 86 | 0.46 | 0.02 | 0.64 | 0.13 | 0.00 | 0.32 | 0.38 | 0.42 | 0.61 |\n| plasma cell | 85 | 0.98 | 0.98 | 0.95 | 0.97 | 0.00 | 0.95 | 0.93 | 0.97 | 0.98 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 59 | 0.45 | 0.32 | 0.38 | 0.18 | 0.00 | 0.33 | 0.45 | 0.59 | 0.51 |\n| platelet | 48 | 0.97 | 0.97 | 0.91 | 1.00 | 0.00 | 0.92 | 0.95 | 0.96 | 0.98 |\n| non-classical monocyte | 44 | 0.72 | 0.72 | 0.70 | 0.41 | 0.00 | 0.73 | 0.73 | 0.76 | 0.77 |\n| mature NK T cell | 15 | 0.57 | 0.64 | 0.55 | 0.57 | 0.00 | 0.45 | 0.39 | 0.51 | 0.61 |\n| hematopoietic precursor cell | 11 | 0.69 | 0.72 | 0.58 | 0.72 | 0.00 | 0.39 | 0.64 | 0.64 | 0.80 |\n| hematopoietic stem cell | 6 | 0.00 | 0.44 | 0.25 | 0.60 | 0.00 | 0.43 | 0.50 | 0.36 | 0.50 |\n| basophil | 9 | 0.80 | 0.00 | 0.80 | 0.80 | 0.00 | 0.15 | 0.50 | 0.75 | 0.80 |\n| regulatory T cell | 7 | 0.00 | 0.25 | 0.00 | 0.00 | 0.00 | 0.42 | 0.43 | 0.55 | 0.00 |\n| plasmacytoid dendritic cell | 2 | 0.67 | 0.50 | 0.50 | 0.67 | 0.00 | 0.15 | 0.25 | 0.50 | 0.50 |\n| common myeloid progenitor | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| myeloid dendritic 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| neutrophil | 28986 | 1.00 | 1.00 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 1.00 |\n| erythrocyte | 10375 | 1.00 | 0.99 | 0.99 | 1.00 | 0.00 | 0.99 | 0.99 | 0.99 | 1.00 |\n| classical monocyte | 9499 | 0.76 | 0.66 | 0.85 | 0.77 | 0.00 | 0.78 | 0.67 | 0.77 | 0.85 |\n| monocyte | 8640 | 0.79 | 0.30 | 0.86 | 0.77 | 0.00 | 0.82 | 0.71 | 0.81 | 0.87 |\n| CD4-positive, alpha-beta T cell | 4428 | 0.85 | 0.90 | 0.91 | 0.91 | 0.00 | 0.86 | 0.82 | 0.88 | 0.93 |\n| CD8-positive, alpha-beta T cell | 4148 | 0.57 | 0.72 | 0.71 | 0.73 | 0.00 | 0.65 | 0.65 | 0.69 | 0.72 |\n| B cell | 3515 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| natural killer cell | 2742 | 0.69 | 0.69 | 0.67 | 0.66 | 0.00 | 0.68 | 0.64 | 0.69 | 0.73 |\n| macrophage | 1105 | 0.49 | 0.47 | 0.50 | 0.50 | 0.00 | 0.44 | 0.41 | 0.54 | 0.60 |\n| intermediate monocyte | 950 | 0.51 | 0.01 | 0.65 | 0.35 | 0.00 | 0.48 | 0.47 | 0.54 | 0.69 |\n| plasma cell | 731 | 0.98 | 0.97 | 0.96 | 0.97 | 0.00 | 0.96 | 0.97 | 0.97 | 0.99 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 431 | 0.39 | 0.35 | 0.46 | 0.32 | 0.00 | 0.54 | 0.50 | 0.62 | 0.63 |\n| platelet | 390 | 0.92 | 0.96 | 0.94 | 0.99 | 0.00 | 0.85 | 0.96 | 0.97 | 0.98 |\n| non-classical monocyte | 309 | 0.77 | 0.80 | 0.82 | 0.48 | 0.00 | 0.65 | 0.79 | 0.81 | 0.86 |\n| mature NK T cell | 187 | 0.67 | 0.76 | 0.74 | 0.65 | 0.00 | 0.64 | 0.68 | 0.76 | 0.81 |\n| hematopoietic precursor cell | 120 | 0.53 | 0.75 | 0.68 | 0.80 | 0.00 | 0.58 | 0.89 | 0.94 | 0.92 |\n| hematopoietic stem cell | 58 | 0.00 | 0.50 | 0.57 | 0.65 | 0.00 | 0.79 | 0.96 | 1.00 | 0.91 |\n| basophil | 32 | 0.79 | 0.06 | 0.77 | 0.67 | 0.00 | 0.07 | 0.64 | 0.78 | 0.90 |\n| regulatory T cell | 33 | 0.00 | 0.06 | 0.34 | 0.00 | 0.00 | 0.35 | 0.67 | 0.67 | 0.39 |\n| plasmacytoid dendritic cell | 27 | 0.68 | 0.78 | 0.80 | 0.78 | 0.00 | 0.30 | 0.89 | 0.90 | 0.91 |\n| common myeloid progenitor | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.04 | 1.00 | 1.00 | 1.00 |\n| myeloid dendritic cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |" | |
| } |