| { | |
| "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| hepatocyte | 293 | 1.00 | 1.00 | 1.00 | 0.97 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| Kupffer cell | 253 | 0.98 | 0.97 | 0.98 | 0.95 | 0.00 | 0.97 | 0.99 | 0.98 | 0.99 |\n| endothelial cell of hepatic sinusoid | 55 | 0.97 | 0.95 | 0.92 | 0.91 | 0.00 | 0.95 | 0.98 | 0.96 | 0.97 |\n| natural killer cell | 50 | 0.99 | 0.99 | 0.98 | 0.98 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| myeloid leukocyte | 24 | 0.90 | 0.94 | 0.94 | 0.84 | 0.00 | 0.81 | 0.96 | 0.98 | 0.94 |\n| B cell | 25 | 0.98 | 0.89 | 0.94 | 0.98 | 0.00 | 0.98 | 0.98 | 0.98 | 0.98 |\n| plasmacytoid dendritic cell | 2 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| hepatic stellate cell | 7 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 0.92 | 1.00 |\n| duct epithelial 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| hepatocyte | 2627 | 1.00 | 1.00 | 1.00 | 0.98 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| Kupffer cell | 2292 | 0.99 | 0.98 | 0.98 | 0.95 | 0.00 | 0.98 | 1.00 | 0.99 | 1.00 |\n| endothelial cell of hepatic sinusoid | 619 | 0.98 | 0.94 | 0.94 | 0.92 | 0.00 | 0.97 | 0.99 | 0.98 | 0.99 |\n| natural killer cell | 499 | 0.99 | 0.99 | 0.99 | 0.98 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| myeloid leukocyte | 280 | 0.95 | 0.95 | 0.96 | 0.93 | 0.00 | 0.88 | 0.99 | 0.99 | 0.98 |\n| B cell | 175 | 0.95 | 0.91 | 0.91 | 0.90 | 0.00 | 0.96 | 1.00 | 0.99 | 0.99 |\n| plasmacytoid dendritic cell | 39 | 0.99 | 0.99 | 0.99 | 0.97 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| hepatic stellate cell | 31 | 0.97 | 0.98 | 0.89 | 0.81 | 0.00 | 0.89 | 1.00 | 0.98 | 0.98 |\n| duct epithelial cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.80 | 1.00 | 1.00 | 0.00 |" | |
| } |