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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+OnClass.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text

OnClass.data-00000-of-00001

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OnClass.npz

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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| mesenchymal stem cell of adipose tissue | 148 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| myeloid cell | 84 | 0.98 | 0.98 | 0.99 | 0.95 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |\n| endothelial cell | 48 | 1.00 | 1.00 | 1.00 | 0.91 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| B cell | 40 | 0.91 | 0.91 | 0.92 | 0.85 | 0.00 | 0.94 | 0.90 | 0.89 | 0.91 |\n| epithelial cell | 17 | 0.84 | 0.83 | 0.90 | 0.57 | 0.00 | 0.80 | 0.84 | 0.94 | 0.87 |\n| T cell | 14 | 0.80 | 0.88 | 0.83 | 0.44 | 0.00 | 0.73 | 0.90 | 0.96 | 0.92 |\n| CD8-positive, alpha-beta T cell | 11 | 0.83 | 0.92 | 0.83 | 0.48 | 0.00 | 0.74 | 0.91 | 0.96 | 0.96 |\n| natural killer cell | 6 | 0.71 | 0.71 | 0.71 | 0.20 | 0.00 | 0.40 | 0.43 | 0.62 | 0.71 |\n| CD4-positive, alpha-beta T cell | 8 | 0.88 | 0.94 | 0.89 | 0.43 | 0.00 | 0.80 | 0.88 | 0.88 | 0.94 |",
+    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| mesenchymal stem cell of adipose tissue | 1422 | 1.00 | 0.99 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| myeloid cell | 773 | 0.99 | 0.99 | 1.00 | 0.97 | 0.00 | 0.98 | 1.00 | 1.00 | 1.00 |\n| endothelial cell | 441 | 0.99 | 0.99 | 0.99 | 0.94 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| B cell | 283 | 0.96 | 0.96 | 0.96 | 0.91 | 0.00 | 0.95 | 1.00 | 1.00 | 0.98 |\n| epithelial cell | 163 | 0.90 | 0.78 | 0.91 | 0.78 | 0.00 | 0.90 | 1.00 | 0.99 | 0.95 |\n| T cell | 94 | 0.80 | 0.83 | 0.82 | 0.67 | 0.00 | 0.90 | 1.00 | 1.00 | 0.95 |\n| CD8-positive, alpha-beta T cell | 80 | 0.80 | 0.83 | 0.78 | 0.67 | 0.00 | 0.96 | 1.00 | 1.00 | 0.98 |\n| natural killer cell | 71 | 0.81 | 0.83 | 0.87 | 0.53 | 0.00 | 0.94 | 1.00 | 1.00 | 0.97 |\n| CD4-positive, alpha-beta T cell | 52 | 0.91 | 0.89 | 0.91 | 0.58 | 0.00 | 0.94 | 1.00 | 1.00 | 0.97 |"
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celltypist.pkl

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checkpoint

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harmony_knn_classifier.joblib

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pynndescent_index.joblib

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scanvi/model.pt

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scvi/model.pt

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svm_classifier_cuml.joblib

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xgboost_classifier.model

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