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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 | 1.14  | 1.26           |
-| Pearson Correlation | 0.89  | 0.85  |
+| Mean Absolute Error | 1.14  | 1.22           |
+| Pearson Correlation | 0.89  | 0.86  |
 | Spearman Correlation | 0.88 | 0.86  |
-| R² (R-Squared) | 0.75  | 0.68      |
+| R² (R-Squared) | 0.75  | 0.69      |
 
 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 | 16.74   |
+| Mean Absolute Error | 16.76   |
 | Pearson Correlation | 0.63  |
 | Spearman Correlation | 0.67 |
-| R² (R-Squared) | -1.65  |
+| R² (R-Squared) | -1.67  |
 
 </details>
 
@@ -83,17 +83,17 @@ cell-type.
 
 | Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |
 | --- | --- | --- | --- | --- | --- | --- | --- |
-| basal cell | 0.91 | 0.35 | 0.81 | 0.96 | 0.43 | 0.89 | 6281.00 |
-| keratinocyte | 0.88 | 0.81 | 0.73 | 0.97 | 0.23 | 0.91 | 3667.00 |
-| epithelial cell | 0.84 | 0.55 | 0.66 | 0.93 | 0.53 | 0.88 | 2114.00 |
-| leukocyte | 0.87 | 0.74 | 0.73 | 0.95 | 0.37 | 0.87 | 2109.00 |
-| fibroblast | 0.80 | 2.63 | 0.57 | 0.83 | 0.43 | 0.79 | 251.00 |
-| vein endothelial cell | 0.79 | 2.82 | 0.65 | 0.83 | 0.45 | 0.81 | 226.00 |
-| pericyte | 0.74 | 3.61 | 0.59 | 0.71 | 0.40 | 0.72 | 117.00 |
-| capillary endothelial cell | 0.77 | 3.90 | 0.64 | 0.75 | 0.44 | 0.74 | 101.00 |
-| tongue muscle cell | 0.70 | 5.56 | 0.54 | 0.56 | 0.39 | 0.70 | 60.00 |
-| endothelial cell of lymphatic vessel | 0.61 | 5.29 | 0.56 | 0.55 | 0.42 | 0.69 | 44.00 |
-| endothelial cell of artery | 0.67 | 4.78 | 0.63 | 0.67 | 0.41 | 0.71 | 40.00 |
+| basal cell | 0.92 | 0.32 | 0.86 | 0.96 | 0.43 | 0.89 | 6281.00 |
+| keratinocyte | 0.88 | 0.79 | 0.75 | 0.97 | 0.23 | 0.90 | 3667.00 |
+| epithelial cell | 0.84 | 0.54 | 0.71 | 0.93 | 0.53 | 0.87 | 2114.00 |
+| leukocyte | 0.85 | 0.76 | 0.70 | 0.94 | 0.38 | 0.87 | 2109.00 |
+| fibroblast | 0.79 | 2.62 | 0.58 | 0.82 | 0.44 | 0.80 | 251.00 |
+| vein endothelial cell | 0.81 | 2.90 | 0.63 | 0.82 | 0.46 | 0.81 | 226.00 |
+| pericyte | 0.79 | 3.66 | 0.59 | 0.72 | 0.41 | 0.72 | 117.00 |
+| capillary endothelial cell | 0.78 | 3.85 | 0.64 | 0.74 | 0.44 | 0.74 | 101.00 |
+| tongue muscle cell | 0.76 | 5.43 | 0.55 | 0.57 | 0.38 | 0.70 | 60.00 |
+| endothelial cell of lymphatic vessel | 0.60 | 5.63 | 0.53 | 0.52 | 0.42 | 0.69 | 44.00 |
+| endothelial cell of artery | 0.69 | 4.79 | 0.63 | 0.66 | 0.40 | 0.71 | 40.00 |
 
 </details>