| { | |
| "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| luminal cell of prostate epithelium | 1072 | 0.95 | 0.96 | 0.97 | 0.96 | 0.00 | 0.92 | 0.95 | 0.95 | 0.96 |\n| basal cell of prostate epithelium | 340 | 0.86 | 0.87 | 0.90 | 0.88 | 0.00 | 0.84 | 0.87 | 0.86 | 0.89 |\n| CD8-positive, alpha-beta T cell | 246 | 0.95 | 0.89 | 0.95 | 0.91 | 0.00 | 0.92 | 0.91 | 0.94 | 0.95 |\n| endothelial cell | 126 | 0.98 | 0.98 | 0.97 | 0.98 | 0.00 | 0.98 | 0.96 | 0.96 | 0.98 |\n| macrophage | 93 | 0.97 | 0.98 | 0.98 | 0.98 | 0.00 | 0.96 | 0.98 | 0.96 | 0.98 |\n| fibroblast | 58 | 0.97 | 0.96 | 0.97 | 0.96 | 0.00 | 0.88 | 0.97 | 0.95 | 0.98 |\n| mature NK T cell | 46 | 0.93 | 0.12 | 0.92 | 0.68 | 0.00 | 0.94 | 0.88 | 0.94 | 0.92 |\n| smooth muscle cell | 50 | 0.94 | 0.95 | 0.91 | 0.91 | 0.00 | 0.83 | 0.96 | 0.88 | 0.95 |\n| neutrophil | 23 | 0.98 | 0.98 | 0.98 | 1.00 | 0.00 | 0.96 | 1.00 | 0.98 | 0.98 |\n| erythrocyte | 21 | 0.91 | 0.87 | 0.93 | 0.93 | 0.00 | 0.93 | 0.98 | 1.00 | 0.98 |\n| CD4-positive, alpha-beta T cell | 13 | 0.12 | 0.00 | 0.00 | 0.00 | 0.00 | 0.28 | 0.39 | 0.48 | 0.14 |\n| B cell | 10 | 0.84 | 0.89 | 0.84 | 0.76 | 0.00 | 0.80 | 0.90 | 0.90 | 0.84 |\n| mast cell | 4 | 1.00 | 1.00 | 0.86 | 0.67 | 0.00 | 0.40 | 1.00 | 1.00 | 1.00 |\n| T 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| luminal cell of prostate epithelium | 9580 | 0.95 | 0.97 | 0.97 | 0.96 | 0.00 | 0.94 | 0.96 | 0.95 | 0.97 |\n| basal cell of prostate epithelium | 3155 | 0.87 | 0.91 | 0.93 | 0.91 | 0.00 | 0.88 | 0.89 | 0.88 | 0.92 |\n| CD8-positive, alpha-beta T cell | 2270 | 0.95 | 0.89 | 0.95 | 0.93 | 0.00 | 0.94 | 0.95 | 0.96 | 0.96 |\n| endothelial cell | 1079 | 0.97 | 0.97 | 0.98 | 0.97 | 0.00 | 0.98 | 0.97 | 0.96 | 0.98 |\n| macrophage | 929 | 0.98 | 0.98 | 0.98 | 0.97 | 0.00 | 0.98 | 1.00 | 0.99 | 0.99 |\n| fibroblast | 461 | 0.96 | 0.96 | 0.97 | 0.94 | 0.00 | 0.87 | 0.98 | 0.96 | 0.98 |\n| mature NK T cell | 441 | 0.91 | 0.18 | 0.90 | 0.79 | 0.00 | 0.91 | 0.92 | 0.93 | 0.94 |\n| smooth muscle cell | 427 | 0.95 | 0.94 | 0.95 | 0.93 | 0.00 | 0.83 | 0.98 | 0.97 | 0.98 |\n| neutrophil | 238 | 0.98 | 0.99 | 0.99 | 0.99 | 0.00 | 0.96 | 1.00 | 0.99 | 0.99 |\n| erythrocyte | 118 | 0.95 | 0.86 | 0.95 | 0.93 | 0.00 | 0.86 | 0.99 | 0.99 | 0.98 |\n| CD4-positive, alpha-beta T cell | 103 | 0.28 | 0.00 | 0.00 | 0.00 | 0.00 | 0.49 | 0.70 | 0.73 | 0.33 |\n| B cell | 91 | 0.82 | 0.84 | 0.83 | 0.83 | 0.00 | 0.94 | 0.98 | 0.96 | 0.97 |\n| mast cell | 22 | 1.00 | 0.86 | 0.90 | 0.67 | 0.00 | 0.37 | 1.00 | 1.00 | 1.00 |\n| T cell | 13 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.35 | 0.93 | 0.68 | 0.92 |" | |
| } |