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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 | 2.21  | 2.18           |
+| Mean Absolute Error | 2.20  | 2.20           |
 | Pearson Correlation | 0.55  | 0.57  |
-| Spearman Correlation | 0.60 | 0.61  |
-| R² (R-Squared) | -0.64  | -0.97      |
+| Spearman Correlation | 0.60 | 0.60  |
+| R² (R-Squared) | -0.64  | -0.99      |
 
 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 | 34.41   |
+| Mean Absolute Error | 34.34   |
 | Pearson Correlation | 0.40  |
 | Spearman Correlation | 0.36 |
-| R² (R-Squared) | -12.91  |
+| R² (R-Squared) | -12.25  |
 
 </details>
 
@@ -83,18 +83,18 @@ cell-type.
 
 | Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |
 | --- | --- | --- | --- | --- | --- | --- | --- |
-| fibroblast | 0.91 | 0.75 | 0.73 | 0.95 | 0.37 | 0.92 | 8459.00 |
-| endothelial cell | 0.77 | 0.93 | 0.66 | 0.91 | 0.43 | 0.92 | 3748.00 |
-| macrophage | 0.73 | 0.98 | 0.62 | 0.92 | 0.42 | 0.92 | 2807.00 |
-| T cell | 0.80 | 2.03 | 0.49 | 0.78 | 0.29 | 0.86 | 1715.00 |
-| mesenchymal stem cell | 0.86 | 1.53 | 0.52 | 0.90 | 0.44 | 0.90 | 1311.00 |
-| myofibroblast cell | 0.86 | 2.09 | 0.50 | 0.80 | 0.31 | 0.83 | 982.00 |
-| mature NK T cell | 0.83 | 3.19 | 0.44 | 0.66 | 0.32 | 0.81 | 572.00 |
-| neutrophil | 0.84 | 4.06 | 0.57 | 0.63 | 0.26 | 0.93 | 440.00 |
-| leukocyte | 0.33 | 6.33 | 0.34 | 0.42 | 0.25 | 0.76 | 160.00 |
-| plasma cell | 0.17 | 6.74 | 0.39 | 0.33 | 0.42 | 0.80 | 26.00 |
-| B cell | 0.06 | 8.15 | 0.25 | 0.24 | 0.46 | 0.83 | 23.00 |
-| smooth muscle cell | 0.62 | 6.18 | 0.52 | 0.45 | 0.36 | 0.67 | 16.00 |
+| fibroblast | 0.91 | 0.75 | 0.72 | 0.95 | 0.37 | 0.92 | 8459.00 |
+| endothelial cell | 0.77 | 0.93 | 0.64 | 0.90 | 0.44 | 0.92 | 3748.00 |
+| macrophage | 0.75 | 0.94 | 0.65 | 0.93 | 0.42 | 0.92 | 2807.00 |
+| T cell | 0.80 | 2.02 | 0.49 | 0.78 | 0.29 | 0.87 | 1715.00 |
+| mesenchymal stem cell | 0.87 | 1.54 | 0.52 | 0.89 | 0.44 | 0.90 | 1311.00 |
+| myofibroblast cell | 0.87 | 2.03 | 0.52 | 0.78 | 0.31 | 0.83 | 982.00 |
+| mature NK T cell | 0.87 | 3.23 | 0.42 | 0.66 | 0.31 | 0.81 | 572.00 |
+| neutrophil | 0.82 | 4.05 | 0.57 | 0.63 | 0.27 | 0.93 | 440.00 |
+| leukocyte | 0.34 | 6.30 | 0.33 | 0.44 | 0.25 | 0.76 | 160.00 |
+| plasma cell | 0.18 | 7.07 | 0.36 | 0.29 | 0.44 | 0.81 | 26.00 |
+| B cell | 0.13 | 7.94 | 0.28 | 0.27 | 0.44 | 0.81 | 23.00 |
+| smooth muscle cell | 0.60 | 6.03 | 0.53 | 0.48 | 0.36 | 0.67 | 16.00 |
 
 </details>