| { | |
| "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| hepatocyte | 114 | 0.99 | 0.97 | 0.99 | 0.95 | 0.00 | 0.95 | 0.99 | 0.98 | 0.98 |\n| endothelial cell of hepatic sinusoid | 42 | 0.98 | 0.98 | 0.99 | 0.90 | 0.00 | 0.93 | 0.99 | 0.98 | 0.98 |\n| Kupffer cell | 21 | 0.90 | 0.89 | 0.93 | 0.95 | 0.00 | 0.93 | 1.00 | 1.00 | 0.98 |\n| B cell | 26 | 1.00 | 0.98 | 1.00 | 0.96 | 0.00 | 0.98 | 0.98 | 0.98 | 0.98 |\n| myeloid leukocyte | 22 | 0.93 | 0.84 | 0.95 | 0.86 | 0.00 | 0.89 | 0.96 | 0.98 | 1.00 |\n| mature NK T cell | 20 | 0.78 | 0.72 | 0.70 | 0.71 | 0.00 | 0.61 | 0.86 | 0.88 | 0.87 |\n| CD8-positive, alpha-beta T cell | 7 | 0.92 | 0.25 | 0.60 | 0.55 | 0.00 | 0.73 | 0.92 | 0.93 | 0.92 |\n| T cell | 5 | 0.67 | 0.33 | 0.33 | 0.00 | 0.00 | 0.36 | 0.33 | 0.44 | 0.33 |\n| natural killer cell | 3 | 0.29 | 0.40 | 0.00 | 0.00 | 0.00 | 0.40 | 1.00 | 1.00 | 0.80 |\n| CD4-positive, alpha-beta T cell | 2 | 1.00 | 0.67 | 1.00 | 0.00 | 0.00 | 0.50 | 1.00 | 0.67 | 1.00 |\n| neutrophil | 5 | 1.00 | 1.00 | 1.00 | 0.91 | 0.00 | 0.91 | 1.00 | 1.00 | 1.00 |", | |
| "ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| hepatocyte | 1033 | 0.98 | 0.98 | 0.98 | 0.98 | 0.00 | 0.97 | 1.00 | 0.99 | 0.99 |\n| endothelial cell of hepatic sinusoid | 574 | 0.97 | 0.98 | 0.98 | 0.97 | 0.00 | 0.97 | 1.00 | 0.99 | 0.99 |\n| Kupffer cell | 240 | 0.95 | 0.95 | 0.96 | 0.92 | 0.00 | 0.92 | 1.00 | 0.99 | 0.99 |\n| B cell | 183 | 0.99 | 0.98 | 0.99 | 0.97 | 0.00 | 0.98 | 1.00 | 1.00 | 1.00 |\n| myeloid leukocyte | 187 | 0.91 | 0.91 | 0.93 | 0.88 | 0.00 | 0.92 | 0.99 | 0.99 | 0.98 |\n| mature NK T cell | 155 | 0.72 | 0.74 | 0.79 | 0.65 | 0.00 | 0.54 | 1.00 | 1.00 | 0.93 |\n| CD8-positive, alpha-beta T cell | 57 | 0.74 | 0.48 | 0.65 | 0.47 | 0.00 | 0.78 | 1.00 | 1.00 | 0.95 |\n| T cell | 40 | 0.62 | 0.75 | 0.76 | 0.37 | 0.00 | 0.54 | 1.00 | 1.00 | 0.91 |\n| natural killer cell | 39 | 0.69 | 0.72 | 0.64 | 0.09 | 0.00 | 0.62 | 1.00 | 1.00 | 0.96 |\n| CD4-positive, alpha-beta T cell | 40 | 0.44 | 0.30 | 0.78 | 0.05 | 0.00 | 0.51 | 1.00 | 1.00 | 0.81 |\n| neutrophil | 25 | 0.91 | 0.93 | 0.93 | 0.91 | 0.00 | 0.87 | 1.00 | 1.00 | 0.94 |" | |
| } |