tabula_sapiens_Germline / accuracies.json
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{
"query_accuracy": "| Cell Type | N cells | celltypist | knn on bbknn | knn on harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| spermatid | 404 | 0.98 | 0.98 | 0.99 | 0.98 | 0.00 | 0.98 | 0.98 | 0.98 | 0.99 |\n| spermatocyte | 301 | 0.97 | 0.97 | 0.98 | 0.97 | 0.00 | 0.96 | 0.98 | 0.97 | 0.98 |\n| male germ cell | 13 | 0.96 | 0.96 | 0.96 | 0.93 | 0.00 | 0.93 | 1.00 | 0.92 | 0.96 |\n| spermatogonium | 9 | 0.89 | 0.71 | 0.75 | 0.82 | 0.00 | 0.82 | 0.95 | 0.67 | 0.89 |\n| oocyte | 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 on bbknn | knn on harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| spermatid | 3605 | 0.98 | 0.00 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |\n| spermatocyte | 2769 | 0.97 | 0.00 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |\n| male germ cell | 103 | 0.96 | 0.00 | 0.98 | 0.97 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |\n| spermatogonium | 55 | 0.85 | 0.00 | 0.95 | 0.90 | 0.00 | 0.77 | 0.94 | 0.94 | 0.93 |\n| oocyte | 11 | 0.92 | 0.00 | 1.00 | 0.92 | 0.00 | 0.65 | 1.00 | 1.00 | 1.00 |"
}