| { | |
| "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| hematopoietic stem cell | 320 | 0.98 | 0.98 | 0.99 | 0.98 | 0.00 | 0.94 | 0.98 | 0.98 | 0.99 |\n| naive B cell | 291 | 0.97 | 0.97 | 0.98 | 0.97 | 0.00 | 0.94 | 0.97 | 0.97 | 0.99 |\n| granulocyte | 307 | 0.99 | 0.98 | 0.98 | 0.98 | 0.00 | 0.99 | 0.98 | 0.98 | 0.99 |\n| promonocyte | 110 | 0.98 | 0.99 | 0.96 | 0.96 | 0.00 | 0.95 | 0.99 | 0.98 | 0.99 |\n| precursor B cell | 93 | 0.93 | 0.95 | 0.95 | 0.90 | 0.00 | 0.87 | 0.93 | 0.94 | 0.95 |\n| immature B cell | 48 | 0.84 | 0.91 | 0.88 | 0.74 | 0.00 | 0.68 | 0.82 | 0.85 | 0.88 |\n| granulocytopoietic cell | 56 | 0.95 | 0.95 | 0.93 | 0.89 | 0.00 | 0.95 | 0.92 | 0.94 | 0.97 |\n| natural killer cell | 52 | 0.94 | 0.89 | 0.92 | 0.79 | 0.00 | 0.94 | 0.91 | 0.92 | 0.94 |\n| macrophage | 38 | 0.97 | 0.97 | 0.93 | 0.95 | 0.00 | 0.95 | 0.96 | 0.97 | 0.97 |\n| late pro-B cell | 36 | 0.92 | 0.96 | 0.91 | 0.97 | 0.00 | 0.91 | 0.97 | 0.96 | 0.96 |\n| mature alpha-beta T cell | 36 | 0.87 | 0.88 | 0.87 | 0.48 | 0.00 | 0.80 | 0.88 | 0.85 | 0.90 |\n| CD4-positive, alpha-beta T cell | 25 | 0.90 | 0.89 | 0.94 | 0.68 | 0.00 | 0.86 | 0.89 | 0.88 | 0.94 |\n| granulocyte monocyte progenitor cell | 22 | 0.79 | 0.87 | 0.93 | 0.85 | 0.00 | 0.72 | 0.86 | 0.86 | 0.90 |\n| megakaryocyte-erythroid progenitor cell | 10 | 1.00 | 0.82 | 0.95 | 0.59 | 0.00 | 0.62 | 0.90 | 0.90 | 0.95 |\n| early pro-B cell | 6 | 1.00 | 1.00 | 0.86 | 0.80 | 0.00 | 0.80 | 1.00 | 1.00 | 1.00 |\n| basophil | 2 | 1.00 | 1.00 | 1.00 | 0.50 | 0.00 | 0.36 | 1.00 | 1.00 | 1.00 |\n| lymphoid lineage restricted progenitor 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| hematopoietic stem cell | 2986 | 0.98 | 0.99 | 0.99 | 0.98 | 0.00 | 0.96 | 0.99 | 0.98 | 0.99 |\n| naive B cell | 2668 | 0.97 | 0.96 | 0.97 | 0.97 | 0.00 | 0.93 | 0.97 | 0.97 | 0.99 |\n| granulocyte | 2585 | 0.98 | 0.98 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| promonocyte | 905 | 0.98 | 0.98 | 0.98 | 0.97 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |\n| precursor B cell | 763 | 0.94 | 0.94 | 0.95 | 0.91 | 0.00 | 0.91 | 0.98 | 0.98 | 0.98 |\n| immature B cell | 541 | 0.90 | 0.90 | 0.86 | 0.80 | 0.00 | 0.77 | 0.93 | 0.95 | 0.95 |\n| granulocytopoietic cell | 427 | 0.91 | 0.93 | 0.95 | 0.94 | 0.00 | 0.93 | 0.94 | 0.96 | 0.98 |\n| natural killer cell | 421 | 0.94 | 0.92 | 0.94 | 0.81 | 0.00 | 0.94 | 0.99 | 0.99 | 0.99 |\n| macrophage | 399 | 0.97 | 0.98 | 0.98 | 0.97 | 0.00 | 0.97 | 0.99 | 0.99 | 0.99 |\n| late pro-B cell | 375 | 0.96 | 0.97 | 0.98 | 0.96 | 0.00 | 0.94 | 1.00 | 1.00 | 0.99 |\n| mature alpha-beta T cell | 294 | 0.88 | 0.90 | 0.91 | 0.65 | 0.00 | 0.87 | 0.97 | 0.97 | 0.97 |\n| CD4-positive, alpha-beta T cell | 255 | 0.94 | 0.91 | 0.95 | 0.71 | 0.00 | 0.92 | 0.98 | 0.99 | 0.99 |\n| granulocyte monocyte progenitor cell | 228 | 0.81 | 0.87 | 0.91 | 0.85 | 0.00 | 0.75 | 0.90 | 0.90 | 0.92 |\n| megakaryocyte-erythroid progenitor cell | 70 | 0.92 | 0.90 | 0.97 | 0.76 | 0.00 | 0.61 | 0.98 | 0.97 | 0.99 |\n| early pro-B cell | 66 | 0.97 | 0.95 | 0.95 | 0.83 | 0.00 | 0.89 | 1.00 | 0.99 | 0.99 |\n| basophil | 69 | 0.95 | 0.89 | 0.95 | 0.82 | 0.00 | 0.75 | 1.00 | 0.99 | 1.00 |\n| lymphoid lineage restricted progenitor cell | 13 | 1.00 | 0.00 | 1.00 | 0.71 | 0.00 | 0.59 | 1.00 | 1.00 | 1.00 |" | |
| } |