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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| spermatid | 412 | 0.99 | 0.98 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |\n| spermatocyte | 300 | 0.98 | 0.97 | 0.98 | 0.98 | 0.00 | 0.97 | 0.99 | 0.97 | 0.99 |\n| male germ cell | 7 | 1.00 | 0.93 | 1.00 | 1.00 | 0.00 | 0.93 | 1.00 | 1.00 | 1.00 |\n| spermatogonium | 6 | 0.86 | 0.67 | 0.83 | 0.73 | 0.00 | 0.50 | 0.92 | 0.92 | 0.92 |",
-    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| spermatid | 3597 | 0.99 | 0.98 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |\n| spermatocyte | 2770 | 0.98 | 0.97 | 0.99 | 0.99 | 0.00 | 0.97 | 0.98 | 0.97 | 0.99 |\n| male germ cell | 109 | 0.96 | 0.95 | 0.98 | 0.97 | 0.00 | 0.94 | 1.00 | 1.00 | 0.98 |\n| spermatogonium | 58 | 0.80 | 0.73 | 0.91 | 0.86 | 0.00 | 0.61 | 0.95 | 0.94 | 0.92 |"
+    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| spermatid | 410 | 0.98 | 0.98 | 0.99 | 0.99 | 0.00 | 0.97 | 0.98 | 0.98 | 0.99 |\n| spermatocyte | 300 | 0.97 | 0.96 | 0.98 | 0.98 | 0.00 | 0.95 | 0.98 | 0.97 | 0.98 |\n| male germ cell | 7 | 1.00 | 0.93 | 0.93 | 0.88 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| spermatogonium | 8 | 0.94 | 0.55 | 0.77 | 0.74 | 0.00 | 0.84 | 0.94 | 0.94 | 1.00 |",
+    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| spermatid | 3599 | 0.98 | 0.98 | 0.99 | 0.99 | 0.00 | 0.97 | 0.99 | 0.98 | 0.99 |\n| spermatocyte | 2770 | 0.97 | 0.98 | 0.99 | 0.98 | 0.00 | 0.96 | 0.98 | 0.97 | 0.99 |\n| male germ cell | 109 | 0.95 | 0.96 | 0.98 | 0.92 | 0.00 | 0.99 | 1.00 | 1.00 | 0.99 |\n| spermatogonium | 56 | 0.78 | 0.85 | 0.91 | 0.60 | 0.00 | 0.78 | 0.91 | 0.84 | 0.90 |"
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celltypist.pkl

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harmony_knn_classifier.joblib

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preprocessing.json

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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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scvi_knn_classifier.joblib

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svm_classifier_cuml.joblib

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xgboost_classifier.model

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