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README.md

@@ -54,10 +54,10 @@ space might still be useful for analysis.
 
 | Metric                  | Training Value | Validation Value |
 |-------------------------|----------------|------------------|
-| Mean Absolute Error | 1.32  | 1.34           |
+| Mean Absolute Error | 1.32  | 1.33           |
 | Pearson Correlation | 0.83  | 0.83  |
-| Spearman Correlation | 0.81 | 0.81  |
-| R² (R-Squared) | 0.61  | 0.60      |
+| Spearman Correlation | 0.81 | 0.82  |
+| R² (R-Squared) | 0.61  | 0.59      |
 
 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.
@@ -66,10 +66,10 @@ preserved by the generated model expression. This value is usually quite high.
 
 | Metric                  | Training Value |
 |-------------------------|----------------|
-| Mean Absolute Error | 18.03   |
-| Pearson Correlation | 0.67  |
+| Mean Absolute Error | 18.21   |
+| Pearson Correlation | 0.65  |
 | Spearman Correlation | 0.69 |
-| R² (R-Squared) | -1.17  |
+| R² (R-Squared) | -1.21  |
 
 </details>
 
@@ -86,18 +86,18 @@ cell-type.
 
 | Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |
 | --- | --- | --- | --- | --- | --- | --- | --- |
-| fibroblast | 0.96 | 0.41 | 0.82 | 0.98 | 0.36 | 0.92 | 8459.00 |
-| endothelial cell | 0.87 | 0.58 | 0.80 | 0.97 | 0.43 | 0.92 | 3748.00 |
-| macrophage | 0.83 | 0.60 | 0.80 | 0.96 | 0.41 | 0.92 | 2807.00 |
-| T cell | 0.95 | 1.56 | 0.63 | 0.90 | 0.25 | 0.86 | 1715.00 |
-| mesenchymal stem cell | 0.90 | 1.04 | 0.71 | 0.94 | 0.41 | 0.89 | 1311.00 |
-| myofibroblast cell | 0.92 | 1.51 | 0.68 | 0.90 | 0.28 | 0.82 | 982.00 |
-| mature NK T cell | 0.88 | 2.38 | 0.64 | 0.85 | 0.28 | 0.81 | 572.00 |
-| neutrophil | 0.90 | 2.98 | 0.70 | 0.78 | 0.18 | 0.91 | 440.00 |
-| leukocyte | 0.50 | 5.25 | 0.49 | 0.69 | 0.17 | 0.73 | 160.00 |
-| plasma cell | 0.75 | 5.00 | 0.54 | 0.59 | 0.24 | 0.75 | 26.00 |
-| B cell | 0.26 | 10.28 | 0.36 | 0.38 | 0.20 | 0.72 | 23.00 |
-| smooth muscle cell | 0.72 | 5.85 | 0.54 | 0.52 | 0.33 | 0.66 | 16.00 |
+| fibroblast | 0.96 | 0.40 | 0.84 | 0.98 | 0.35 | 0.92 | 8459.00 |
+| endothelial cell | 0.89 | 0.59 | 0.80 | 0.97 | 0.43 | 0.92 | 3748.00 |
+| macrophage | 0.86 | 0.68 | 0.74 | 0.96 | 0.41 | 0.92 | 2807.00 |
+| T cell | 0.94 | 1.51 | 0.65 | 0.89 | 0.26 | 0.86 | 1715.00 |
+| mesenchymal stem cell | 0.91 | 1.03 | 0.71 | 0.94 | 0.41 | 0.89 | 1311.00 |
+| myofibroblast cell | 0.95 | 1.58 | 0.69 | 0.90 | 0.28 | 0.82 | 982.00 |
+| mature NK T cell | 0.89 | 2.42 | 0.63 | 0.85 | 0.29 | 0.81 | 572.00 |
+| neutrophil | 0.89 | 3.08 | 0.69 | 0.78 | 0.20 | 0.92 | 440.00 |
+| leukocyte | 0.52 | 5.05 | 0.51 | 0.68 | 0.17 | 0.73 | 160.00 |
+| plasma cell | 0.69 | 4.79 | 0.56 | 0.60 | 0.25 | 0.75 | 26.00 |
+| B cell | 0.25 | 10.46 | 0.34 | 0.37 | 0.20 | 0.72 | 23.00 |
+| smooth muscle cell | 0.77 | 5.36 | 0.58 | 0.55 | 0.32 | 0.65 | 16.00 |
 
 </details>