tabula_muris_Heart_10x / accuracies.json
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{
"query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| endothelial cell of coronary artery | 325 | 0.98 | 0.97 | 0.98 | 0.98 | 0.00 | 0.97 | 0.98 | 0.98 | 0.98 |\n| fibroblast of cardiac tissue | 236 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| leukocyte | 98 | 1.00 | 0.99 | 1.00 | 0.99 | 0.00 | 0.98 | 0.99 | 1.00 | 1.00 |\n| endocardial cell | 60 | 0.97 | 0.96 | 0.97 | 0.98 | 0.00 | 0.89 | 0.98 | 0.98 | 0.97 |\n| smooth muscle cell | 52 | 0.95 | 0.95 | 0.95 | 0.96 | 0.00 | 0.96 | 0.97 | 0.96 | 0.96 |\n| erythrocyte | 43 | 0.96 | 0.88 | 0.91 | 0.94 | 0.00 | 0.96 | 0.96 | 0.98 | 0.95 |\n| cardiac muscle cell | 35 | 1.00 | 1.00 | 0.99 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| cardiac neuron | 7 | 1.00 | 0.92 | 1.00 | 0.92 | 0.00 | 1.00 | 0.92 | 0.92 | 0.92 |\n| mast cell | 6 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 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| endothelial cell of coronary artery | 2968 | 0.98 | 0.98 | 0.98 | 0.98 | 0.00 | 0.97 | 1.00 | 0.99 | 0.99 |\n| fibroblast of cardiac tissue | 2173 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| leukocyte | 852 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| endocardial cell | 618 | 0.95 | 0.97 | 0.97 | 0.97 | 0.00 | 0.90 | 0.99 | 0.98 | 0.98 |\n| smooth muscle cell | 384 | 0.95 | 0.94 | 0.96 | 0.96 | 0.00 | 0.95 | 1.00 | 0.96 | 0.97 |\n| erythrocyte | 313 | 0.96 | 0.89 | 0.94 | 0.95 | 0.00 | 0.97 | 0.99 | 0.99 | 0.98 |\n| cardiac muscle cell | 299 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| cardiac neuron | 74 | 0.97 | 0.97 | 0.97 | 0.94 | 0.00 | 0.97 | 1.00 | 0.99 | 0.98 |\n| mast cell | 70 | 1.00 | 0.99 | 0.99 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |"
}