tabula_sapiens_Neural / 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| eye photoreceptor cell | 145 | 1.00 | 0.99 | 0.98 | 0.99 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| enteroglial cell | 90 | 1.00 | 0.97 | 0.98 | 0.98 | 0.00 | 0.98 | 1.00 | 0.99 | 0.99 |\n| neuron | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| retinal bipolar neuron | 10 | 1.00 | 0.33 | 0.75 | 0.82 | 0.00 | 0.78 | 1.00 | 0.82 | 0.82 |\n| retina horizontal cell | 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| eye photoreceptor cell | 1379 | 1.00 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| enteroglial cell | 868 | 0.99 | 0.94 | 0.96 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| neuron | 72 | 0.94 | 0.00 | 0.79 | 0.93 | 0.00 | 0.97 | 0.99 | 0.97 | 0.99 |\n| retinal bipolar neuron | 45 | 0.93 | 0.12 | 0.92 | 0.87 | 0.00 | 0.85 | 1.00 | 1.00 | 1.00 |\n| retina horizontal cell | 5 | 0.00 | 0.00 | 0.20 | 0.00 | 0.00 | 0.53 | 1.00 | 1.00 | 0.89 |"
}