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@@ -32,21 +32,21 @@ 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 |
 | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
-| eye photoreceptor cell | 146 | 1.00 | 0.99 | 0.96 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |
-| enteroglial cell | 82 | 1.00 | 0.99 | 0.95 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
+| eye photoreceptor cell | 150 | 1.00 | 0.99 | 0.96 | 0.99 | 0.00 | 0.99 | 1.00 | 0.99 | 0.99 |
+| enteroglial cell | 78 | 1.00 | 0.99 | 0.95 | 0.97 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |
 | neuron | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
-| retinal bipolar neuron | 3 | 0.75 | 0.50 | 0.50 | 0.67 | 0.00 | 0.57 | 1.00 | 0.50 | 1.00 |
-| retina horizontal cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 | 0.00 |
+| retinal bipolar neuron | 4 | 0.89 | 0.40 | 0.40 | 0.57 | 0.00 | 0.89 | 1.00 | 0.75 | 0.86 |
+| retina horizontal cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
 
 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 |
 | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
-| eye photoreceptor cell | 1379 | 1.00 | 1.00 | 0.98 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
-| enteroglial cell | 864 | 1.00 | 0.95 | 0.96 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
-| neuron | 68 | 0.98 | 0.00 | 0.90 | 0.92 | 0.00 | 0.99 | 1.00 | 0.99 | 0.99 |
-| retinal bipolar neuron | 54 | 0.91 | 0.76 | 0.94 | 0.87 | 0.00 | 0.97 | 1.00 | 0.96 | 1.00 |
-| retina horizontal cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 1.00 | 0.89 | 1.00 |
+| eye photoreceptor cell | 1375 | 1.00 | 1.00 | 0.98 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
+| enteroglial cell | 864 | 1.00 | 0.95 | 0.96 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
+| neuron | 72 | 0.99 | 0.00 | 0.90 | 1.00 | 0.00 | 0.97 | 1.00 | 1.00 | 1.00 |
+| retinal bipolar neuron | 53 | 0.95 | 0.77 | 0.94 | 0.71 | 0.00 | 0.96 | 1.00 | 1.00 | 0.99 |
+| retina horizontal cell | 4 | 0.00 | 0.00 | 0.00 | 0.40 | 0.00 | 0.67 | 1.00 | 1.00 | 0.86 |
 
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