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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| eye photoreceptor cell | 157 | 1.00 | 1.00 | 0.96 | 0.99 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| enteroglial cell | 67 | 1.00 | 0.99 | 0.93 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\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 | 6 | 0.92 | 0.80 | 0.80 | 0.83 | 0.00 | 0.92 | 1.00 | 1.00 | 1.00 |\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 bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| eye photoreceptor cell | 1364 | 1.00 | 1.00 | 0.98 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| enteroglial cell | 878 | 1.00 | 0.95 | 0.97 | 1.00 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| neuron | 71 | 0.98 | 0.00 | 0.90 | 1.00 | 0.00 | 0.93 | 0.99 | 1.00 | 1.00 |\n| retinal bipolar neuron | 51 | 0.93 | 0.64 | 0.93 | 0.82 | 0.00 | 0.90 | 1.00 | 1.00 | 1.00 |\n| retina horizontal cell | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.83 | 1.00 | 1.00 | 1.00 |"
+    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| eye photoreceptor cell | 146 | 1.00 | 0.99 | 0.96 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |\n| enteroglial cell | 82 | 1.00 | 0.99 | 0.95 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\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 | 3 | 0.75 | 0.50 | 0.50 | 0.67 | 0.00 | 0.57 | 1.00 | 0.50 | 1.00 |\n| retina horizontal cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 | 0.00 |",
+    "ref_accuracy": "| Cell Type | N cells |  celltypist |  knn bbknn |  knn harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| eye photoreceptor cell | 1379 | 1.00 | 1.00 | 0.98 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| enteroglial cell | 864 | 1.00 | 0.95 | 0.96 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| neuron | 68 | 0.98 | 0.00 | 0.90 | 0.92 | 0.00 | 0.99 | 1.00 | 0.99 | 0.99 |\n| retinal bipolar neuron | 54 | 0.91 | 0.76 | 0.94 | 0.87 | 0.00 | 0.97 | 1.00 | 0.96 | 1.00 |\n| retina horizontal cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 1.00 | 0.89 | 1.00 |"
 }

celltypist.pkl

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harmony_knn_classifier.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.joblib

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svm_classifier_cuml.joblib

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xgboost_classifier.model

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