popV
/

tabula_sapiens_Germline

scikit_learn:1.7.2

organism:Homo sapiens

Model card Files Files and versions

tabula_sapiens_Germline / accuracies.json

canergen's picture

popV version: 0.6.0

c45583d verified 3 months ago

history blame contribute delete

1.17 kB

	{
	"query_accuracy": "\| Cell Type \| N cells \| celltypist \| knn bbknn \| knn harmony \| knn on scvi \| onclass \| scanvi \| svm \| xgboost \| Consensus Prediction \|\n\| --- \| --- \| --- \| --- \| --- \| --- \| --- \| --- \| --- \| --- \| --- \|\n\| spermatid \| 389 \| 0.98 \| 0.98 \| 0.99 \| 0.99 \| 0.00 \| 0.99 \| 0.99 \| 0.97 \| 0.99 \|\n\| spermatocyte \| 319 \| 0.97 \| 0.97 \| 0.98 \| 0.98 \| 0.00 \| 0.97 \| 0.98 \| 0.96 \| 0.98 \|\n\| male germ cell \| 10 \| 0.95 \| 0.95 \| 0.87 \| 0.95 \| 0.00 \| 0.83 \| 1.00 \| 0.95 \| 0.91 \|\n\| spermatogonium \| 9 \| 0.80 \| 0.82 \| 0.67 \| 0.75 \| 0.00 \| 0.57 \| 0.82 \| 0.70 \| 0.82 \|",
	"ref_accuracy": "\| Cell Type \| N cells \| celltypist \| knn bbknn \| knn harmony \| knn on scvi \| onclass \| scanvi \| svm \| xgboost \| Consensus Prediction \|\n\| --- \| --- \| --- \| --- \| --- \| --- \| --- \| --- \| --- \| --- \| --- \|\n\| spermatid \| 3620 \| 0.98 \| 0.99 \| 0.99 \| 0.99 \| 0.00 \| 0.99 \| 0.99 \| 0.98 \| 0.99 \|\n\| spermatocyte \| 2751 \| 0.98 \| 0.99 \| 0.98 \| 0.98 \| 0.00 \| 0.98 \| 0.98 \| 0.97 \| 0.99 \|\n\| male germ cell \| 106 \| 0.97 \| 0.99 \| 0.97 \| 0.98 \| 0.00 \| 0.93 \| 1.00 \| 1.00 \| 0.99 \|\n\| spermatogonium \| 55 \| 0.85 \| 0.91 \| 0.82 \| 0.85 \| 0.00 \| 0.78 \| 0.96 \| 0.90 \| 0.92 \|"
	}