| { | |
| "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| type B pancreatic cell | 123 | 0.94 | 0.93 | 0.93 | 0.94 | 0.00 | 0.94 | 0.94 | 0.95 | 0.95 |\n| pancreatic acinar cell | 62 | 1.00 | 1.00 | 0.99 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| pancreatic A cell | 61 | 0.88 | 0.89 | 0.88 | 0.84 | 0.00 | 0.88 | 0.91 | 0.92 | 0.91 |\n| pancreatic ductal cell | 32 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| endothelial cell | 25 | 0.98 | 0.98 | 0.94 | 0.88 | 0.00 | 0.87 | 0.96 | 0.98 | 0.98 |\n| pancreatic D cell | 13 | 0.92 | 0.89 | 0.89 | 0.81 | 0.00 | 0.96 | 0.93 | 1.00 | 0.92 |\n| leukocyte | 15 | 1.00 | 1.00 | 0.97 | 0.87 | 0.00 | 0.88 | 0.97 | 0.97 | 1.00 |\n| pancreatic PP cell | 6 | 0.75 | 0.67 | 0.62 | 0.60 | 0.00 | 0.73 | 0.77 | 0.91 | 0.83 |\n| pancreatic stellate cell | 2 | 0.80 | 0.80 | 0.80 | 0.33 | 0.00 | 0.67 | 0.80 | 1.00 | 0.80 |", | |
| "ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| type B pancreatic cell | 1219 | 0.96 | 0.96 | 0.97 | 0.97 | 0.00 | 0.97 | 0.99 | 0.99 | 0.97 |\n| pancreatic acinar cell | 514 | 0.97 | 0.98 | 0.98 | 0.98 | 0.00 | 0.98 | 1.00 | 1.00 | 1.00 |\n| pancreatic A cell | 460 | 0.91 | 0.89 | 0.91 | 0.83 | 0.00 | 0.89 | 0.98 | 0.98 | 0.94 |\n| pancreatic ductal cell | 281 | 0.99 | 1.00 | 0.99 | 0.98 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| endothelial cell | 177 | 0.89 | 0.88 | 0.93 | 0.82 | 0.00 | 0.92 | 1.00 | 1.00 | 0.98 |\n| pancreatic D cell | 178 | 0.94 | 0.94 | 0.96 | 0.81 | 0.00 | 0.93 | 0.97 | 0.98 | 0.96 |\n| leukocyte | 105 | 0.91 | 0.95 | 0.93 | 0.83 | 0.00 | 0.91 | 1.00 | 1.00 | 1.00 |\n| pancreatic PP cell | 65 | 0.77 | 0.66 | 0.84 | 0.64 | 0.00 | 0.79 | 0.98 | 0.99 | 0.94 |\n| pancreatic stellate cell | 46 | 0.93 | 0.95 | 0.99 | 0.70 | 0.00 | 0.92 | 1.00 | 1.00 | 0.99 |" | |
| } |