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README.md

@@ -51,10 +51,10 @@ space might still be useful for analysis.
 
 | Metric                  | Training Value | Validation Value |
 |-------------------------|----------------|------------------|
-| Mean Absolute Error | 3.06  | 3.04           |
+| Mean Absolute Error | 3.04  | 3.03           |
 | Pearson Correlation | 0.49  | 0.48  |
-| Spearman Correlation | 0.48 | 0.49  |
-| R² (R-Squared) | -0.88  | -0.85      |
+| Spearman Correlation | 0.49 | 0.49  |
+| R² (R-Squared) | -0.91  | -0.89      |
 
 The gene-wise coefficient of variation summarizes how well variation between different genes is
 preserved by the generated model expression. This value is usually quite high.
@@ -63,10 +63,10 @@ preserved by the generated model expression. This value is usually quite high.
 
 | Metric                  | Training Value |
 |-------------------------|----------------|
-| Mean Absolute Error | 27.69   |
+| Mean Absolute Error | 27.66   |
 | Pearson Correlation | 0.66  |
 | Spearman Correlation | 0.69 |
-| R² (R-Squared) | -1.84  |
+| R² (R-Squared) | -1.90  |
 
 </details>
 
@@ -83,21 +83,21 @@ cell-type.
 
 | Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |
 | --- | --- | --- | --- | --- | --- | --- | --- |
-| fibroblast | 0.92 | 1.61 | 0.50 | 0.86 | 0.35 | 0.90 | 5557.00 |
-| macrophage | 0.89 | 1.41 | 0.52 | 0.86 | 0.32 | 0.88 | 5338.00 |
-| bladder urothelial cell | 0.92 | 1.54 | 0.58 | 0.90 | 0.45 | 0.91 | 4151.00 |
-| T cell | 0.79 | 2.67 | 0.56 | 0.77 | 0.28 | 0.87 | 2916.00 |
-| myofibroblast cell | 0.84 | 2.42 | 0.51 | 0.76 | 0.37 | 0.84 | 2078.00 |
-| plasma cell | 0.84 | 3.06 | 0.47 | 0.71 | 0.22 | 0.88 | 1141.00 |
-| mast cell | 0.93 | 3.31 | 0.53 | 0.66 | 0.26 | 0.81 | 1029.00 |
-| pericyte | 0.93 | 2.85 | 0.59 | 0.72 | 0.33 | 0.80 | 875.00 |
-| mature NK T cell | 0.67 | 4.03 | 0.51 | 0.68 | 0.46 | 0.88 | 508.00 |
-| smooth muscle cell | 0.90 | 4.15 | 0.58 | 0.68 | 0.33 | 0.84 | 290.00 |
-| vein endothelial cell | 0.84 | 3.84 | 0.57 | 0.69 | 0.41 | 0.80 | 278.00 |
-| B cell | 0.63 | 4.32 | 0.53 | 0.59 | 0.37 | 0.75 | 253.00 |
-| capillary endothelial cell | 0.77 | 3.83 | 0.65 | 0.68 | 0.40 | 0.75 | 77.00 |
-| endothelial cell of lymphatic vessel | 0.63 | 5.40 | 0.55 | 0.54 | 0.35 | 0.71 | 74.00 |
-| plasmacytoid dendritic cell | 0.37 | 6.42 | 0.47 | 0.40 | 0.35 | 0.73 | 18.00 |
+| fibroblast | 0.92 | 1.50 | 0.56 | 0.87 | 0.35 | 0.90 | 5557.00 |
+| macrophage | 0.88 | 1.45 | 0.50 | 0.85 | 0.33 | 0.89 | 5338.00 |
+| bladder urothelial cell | 0.92 | 1.53 | 0.59 | 0.90 | 0.45 | 0.92 | 4151.00 |
+| T cell | 0.81 | 2.59 | 0.58 | 0.77 | 0.28 | 0.87 | 2916.00 |
+| myofibroblast cell | 0.82 | 2.44 | 0.50 | 0.76 | 0.37 | 0.84 | 2078.00 |
+| plasma cell | 0.83 | 3.00 | 0.49 | 0.71 | 0.22 | 0.88 | 1141.00 |
+| mast cell | 0.91 | 3.37 | 0.51 | 0.64 | 0.28 | 0.82 | 1029.00 |
+| pericyte | 0.92 | 2.71 | 0.63 | 0.75 | 0.32 | 0.79 | 875.00 |
+| mature NK T cell | 0.70 | 4.05 | 0.51 | 0.69 | 0.47 | 0.88 | 508.00 |
+| smooth muscle cell | 0.91 | 4.15 | 0.58 | 0.67 | 0.34 | 0.84 | 290.00 |
+| vein endothelial cell | 0.81 | 3.68 | 0.59 | 0.69 | 0.41 | 0.80 | 278.00 |
+| B cell | 0.63 | 4.44 | 0.52 | 0.56 | 0.38 | 0.75 | 253.00 |
+| capillary endothelial cell | 0.75 | 3.69 | 0.67 | 0.69 | 0.41 | 0.75 | 77.00 |
+| endothelial cell of lymphatic vessel | 0.63 | 5.32 | 0.55 | 0.54 | 0.34 | 0.71 | 74.00 |
+| plasmacytoid dendritic cell | 0.37 | 6.60 | 0.45 | 0.38 | 0.35 | 0.73 | 18.00 |
 
 </details>