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README.md

@@ -31,23 +31,21 @@ computed on a 10% random subset of the data that was not used for training.
 
 | Cell Type | N cells |  celltypist |  knn on bbknn |  knn on harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |
 | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
-| eye photoreceptor cell | 164 | 1.00 | 1.00 | 0.93 | 1.00 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |
-| enteroglial cell | 70 | 0.99 | 0.99 | 0.86 | 0.99 | 0.00 | 0.98 | 1.00 | 1.00 | 1.00 |
+| eye photoreceptor cell | 145 | 1.00 | 0.99 | 0.98 | 0.99 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |
+| enteroglial cell | 90 | 1.00 | 0.97 | 0.98 | 0.98 | 0.00 | 0.98 | 1.00 | 0.99 | 0.99 |
 | neuron | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
-| retinal bipolar neuron | 6 | 1.00 | 0.67 | 1.00 | 0.91 | 0.00 | 0.92 | 1.00 | 1.00 | 1.00 |
-| radial glial cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
+| retinal bipolar neuron | 10 | 1.00 | 0.33 | 0.75 | 0.82 | 0.00 | 0.78 | 1.00 | 0.82 | 0.82 |
 | retina horizontal cell | 0 | 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 on bbknn |  knn on harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |
 | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
-| eye photoreceptor cell | 1360 | 1.00 | 0.99 | 0.97 | 1.00 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |
-| enteroglial cell | 880 | 0.99 | 0.94 | 0.95 | 0.99 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |
-| neuron | 71 | 0.97 | 0.00 | 0.92 | 0.84 | 0.00 | 0.90 | 1.00 | 1.00 | 1.00 |
-| retinal bipolar neuron | 51 | 0.91 | 0.76 | 0.94 | 0.92 | 0.00 | 0.93 | 1.00 | 0.99 | 0.99 |
-| radial glial cell | 8 | 0.80 | 0.00 | 1.00 | 0.50 | 0.00 | 0.94 | 1.00 | 1.00 | 1.00 |
-| retina horizontal cell | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 1.00 | 1.00 | 1.00 |
+| eye photoreceptor cell | 1379 | 1.00 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |
+| enteroglial cell | 868 | 0.99 | 0.94 | 0.96 | 0.99 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |
+| neuron | 72 | 0.94 | 0.00 | 0.79 | 0.93 | 0.00 | 0.97 | 0.99 | 0.97 | 0.99 |
+| retinal bipolar neuron | 45 | 0.93 | 0.12 | 0.92 | 0.87 | 0.00 | 0.85 | 1.00 | 1.00 | 1.00 |
+| retina horizontal cell | 5 | 0.00 | 0.00 | 0.20 | 0.00 | 0.00 | 0.53 | 1.00 | 1.00 | 0.89 |
 
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