| { | |
| "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| kidney collecting duct epithelial cell | 25 | 0.96 | 0.69 | 0.89 | 0.56 | 0.00 | 0.58 | 0.96 | 0.98 | 0.98 |\n| epithelial cell of proximal tubule | 40 | 0.95 | 0.96 | 0.83 | 0.48 | 0.00 | 0.13 | 0.98 | 0.99 | 1.00 |\n| kidney collecting duct principal cell | 8 | 0.71 | 0.63 | 0.71 | 0.67 | 0.00 | 0.20 | 1.00 | 0.94 | 1.00 |\n| macrophage | 13 | 0.92 | 0.92 | 0.92 | 0.75 | 0.00 | 0.92 | 1.00 | 1.00 | 1.00 |\n| kidney loop of Henle ascending limb epithelial cell | 12 | 0.78 | 0.73 | 0.85 | 0.56 | 0.00 | 0.71 | 1.00 | 1.00 | 1.00 |\n| mesangial cell | 11 | 0.49 | 0.83 | 0.80 | 0.48 | 0.00 | 0.44 | 0.45 | 0.45 | 0.49 |\n| B cell | 2 | 0.67 | 0.67 | 0.50 | 0.00 | 0.00 | 0.40 | 1.00 | 1.00 | 1.00 |\n| T cell | 9 | 0.95 | 1.00 | 0.72 | 0.40 | 0.00 | 0.47 | 1.00 | 1.00 | 0.95 |\n| kidney interstitial fibroblast | 4 | 0.86 | 0.86 | 0.86 | 0.29 | 0.00 | 0.33 | 0.67 | 0.86 | 0.86 |", | |
| "ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| kidney collecting duct epithelial cell | 408 | 0.95 | 0.77 | 0.94 | 0.82 | 0.00 | 0.69 | 1.00 | 1.00 | 0.99 |\n| epithelial cell of proximal tubule | 350 | 0.94 | 0.94 | 0.83 | 0.77 | 0.00 | 0.08 | 0.97 | 0.99 | 0.98 |\n| kidney collecting duct principal cell | 146 | 0.86 | 0.75 | 0.85 | 0.73 | 0.00 | 0.13 | 1.00 | 0.98 | 0.95 |\n| macrophage | 138 | 0.96 | 0.98 | 0.99 | 0.79 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| kidney loop of Henle ascending limb epithelial cell | 129 | 0.88 | 0.76 | 0.87 | 0.74 | 0.00 | 0.66 | 1.00 | 1.00 | 0.94 |\n| mesangial cell | 79 | 0.36 | 0.88 | 0.78 | 0.53 | 0.00 | 0.65 | 0.42 | 0.42 | 0.42 |\n| B cell | 79 | 0.94 | 0.97 | 0.95 | 0.60 | 0.00 | 0.41 | 1.00 | 0.96 | 1.00 |\n| T cell | 70 | 1.00 | 0.86 | 0.53 | 0.32 | 0.00 | 0.33 | 1.00 | 1.00 | 0.80 |\n| kidney interstitial fibroblast | 12 | 1.00 | 1.00 | 0.74 | 0.71 | 0.00 | 0.77 | 1.00 | 1.00 | 1.00 |" | |
| } |