Upload README.md with huggingface_hub

README.md

@@ -6,7 +6,7 @@ tags:
 - genomics
 - single-cell
 - anndata_version:0.11.3
-- python_version:3.11.11
+- python_version:3.11.12
 - popV
 - 'tissue: heart'
 ---
@@ -32,29 +32,29 @@ computed on a 10% random subset of the data that was not used for training.
 
 | Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |
 | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
-| endothelial cell of coronary artery | 336 | 0.98 | 0.97 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |
-| fibroblast of cardiac tissue | 249 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
-| leukocyte | 86 | 1.00 | 0.99 | 0.99 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
-| endocardial cell | 67 | 0.95 | 0.96 | 0.97 | 0.98 | 0.00 | 0.98 | 0.97 | 0.96 | 0.97 |
-| smooth muscle cell | 43 | 0.96 | 0.95 | 0.95 | 0.95 | 0.00 | 0.98 | 0.98 | 0.97 | 0.96 |
-| erythrocyte | 31 | 0.91 | 0.81 | 0.93 | 0.95 | 0.00 | 0.95 | 1.00 | 0.98 | 0.95 |
-| cardiac muscle cell | 36 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
-| cardiac neuron | 5 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 0.91 | 1.00 | 1.00 |
+| endothelial cell of coronary artery | 318 | 0.98 | 0.97 | 0.98 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |
+| fibroblast of cardiac tissue | 250 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
+| leukocyte | 88 | 1.00 | 0.99 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
+| endocardial cell | 66 | 0.96 | 0.96 | 0.97 | 0.98 | 0.00 | 0.95 | 0.97 | 0.98 | 0.98 |
+| smooth muscle cell | 43 | 0.95 | 0.95 | 0.95 | 0.98 | 0.00 | 0.99 | 0.99 | 0.98 | 0.98 |
+| erythrocyte | 39 | 0.93 | 0.85 | 0.93 | 0.96 | 0.00 | 0.96 | 1.00 | 1.00 | 0.99 |
+| cardiac muscle cell | 42 | 1.00 | 1.00 | 0.99 | 1.00 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |
+| cardiac neuron | 7 | 1.00 | 1.00 | 1.00 | 0.88 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
 | mast cell | 9 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
 
 The train accuracies are computed on the training data.
 
 | Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |
 | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
-| endothelial cell of coronary artery | 2957 | 0.98 | 0.97 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |
-| fibroblast of cardiac tissue | 2160 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
-| leukocyte | 864 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
-| endocardial cell | 611 | 0.94 | 0.96 | 0.98 | 0.97 | 0.00 | 0.97 | 0.99 | 0.98 | 0.99 |
-| smooth muscle cell | 393 | 0.95 | 0.94 | 0.97 | 0.95 | 0.00 | 0.98 | 0.99 | 0.99 | 0.98 |
-| erythrocyte | 325 | 0.96 | 0.88 | 0.97 | 0.97 | 0.00 | 0.99 | 0.99 | 0.97 | 0.98 |
-| cardiac muscle cell | 298 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
-| cardiac neuron | 76 | 0.96 | 0.94 | 0.99 | 0.91 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |
-| mast cell | 67 | 1.00 | 1.00 | 0.99 | 0.97 | 0.00 | 0.97 | 1.00 | 1.00 | 1.00 |
+| endothelial cell of coronary artery | 2975 | 0.98 | 0.97 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |
+| fibroblast of cardiac tissue | 2159 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
+| leukocyte | 862 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
+| endocardial cell | 612 | 0.94 | 0.96 | 0.98 | 0.98 | 0.00 | 0.94 | 0.98 | 0.98 | 0.99 |
+| smooth muscle cell | 393 | 0.95 | 0.94 | 0.98 | 0.96 | 0.00 | 0.96 | 0.99 | 0.97 | 0.98 |
+| erythrocyte | 317 | 0.96 | 0.87 | 0.96 | 0.98 | 0.00 | 0.99 | 0.99 | 0.98 | 0.98 |
+| cardiac muscle cell | 292 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
+| cardiac neuron | 74 | 0.97 | 0.94 | 0.99 | 0.93 | 0.00 | 0.95 | 1.00 | 0.99 | 1.00 |
+| mast cell | 67 | 1.00 | 1.00 | 0.99 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
 
 </details>