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README.md

@@ -52,9 +52,9 @@ space might still be useful for analysis.
 | Metric                  | Training Value | Validation Value |
 |-------------------------|----------------|------------------|
 | Mean Absolute Error | 4.33  | 4.63           |
-| Pearson Correlation | 0.00  | -0.05  |
-| Spearman Correlation | 0.09 | 0.07  |
-| R² (R-Squared) | -147.02  | -183.16      |
+| Pearson Correlation | -0.01  | -0.04  |
+| Spearman Correlation | 0.09 | 0.08  |
+| R² (R-Squared) | -154.03  | -184.25      |
 
 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 | 18.04   |
-| Pearson Correlation | 0.15  |
+| Mean Absolute Error | 18.05   |
+| Pearson Correlation | 0.14  |
 | Spearman Correlation | 0.14 |
-| R² (R-Squared) | -15651.21  |
+| R² (R-Squared) | -15510.03  |
 
 </details>
 
@@ -83,18 +83,18 @@ cell-type.
 
 | Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |
 | --- | --- | --- | --- | --- | --- | --- | --- |
-| macrophage | 0.06 | 2.48 | 0.01 | 0.04 | 0.50 | 0.80 | 1379.00 |
-| monocyte | 0.04 | 3.31 | 0.02 | 0.09 | 0.50 | 0.76 | 605.00 |
-| endothelial cell of hepatic sinusoid | 0.03 | 3.50 | 0.06 | 0.04 | 0.49 | 0.69 | 341.00 |
-| mature NK T cell | 0.08 | 5.02 | 0.00 | 0.01 | 0.52 | 0.78 | 231.00 |
-| neutrophil | 0.02 | 6.40 | -0.01 | 0.04 | 0.61 | 0.75 | 81.00 |
-| fibroblast | 0.02 | 5.19 | -0.04 | -0.04 | 0.49 | 0.63 | 70.00 |
-| hepatocyte | 0.16 | 7.69 | 0.01 | 0.01 | 0.52 | 0.81 | 67.00 |
-| liver dendritic cell | 0.08 | 8.56 | 0.10 | 0.03 | 0.48 | 0.51 | 34.00 |
-| T cell | 0.03 | 10.88 | -0.05 | -0.03 | 0.50 | 0.55 | 20.00 |
-| plasma cell | 0.03 | 11.84 | 0.02 | -0.02 | 0.48 | 0.63 | 19.00 |
-| intrahepatic cholangiocyte | 0.05 | 9.51 | -0.00 | 0.00 | 0.50 | 0.56 | 11.00 |
-| erythrocyte | 0.07 | 24.40 | 0.01 | -0.01 | 0.43 | 0.87 | 2.00 |
+| macrophage | 0.08 | 2.47 | 0.02 | 0.05 | 0.48 | 0.80 | 1379.00 |
+| monocyte | 0.07 | 3.31 | 0.07 | 0.10 | 0.51 | 0.77 | 605.00 |
+| endothelial cell of hepatic sinusoid | 0.00 | 3.51 | -0.04 | -0.01 | 0.49 | 0.70 | 341.00 |
+| mature NK T cell | 0.03 | 5.02 | 0.03 | 0.01 | 0.50 | 0.76 | 231.00 |
+| neutrophil | 0.05 | 6.40 | 0.00 | 0.05 | 0.61 | 0.74 | 81.00 |
+| fibroblast | 0.02 | 5.19 | 0.01 | -0.00 | 0.51 | 0.65 | 70.00 |
+| hepatocyte | 0.09 | 7.69 | 0.03 | 0.02 | 0.50 | 0.80 | 67.00 |
+| liver dendritic cell | 0.09 | 8.67 | 0.05 | 0.04 | 0.49 | 0.52 | 34.00 |
+| T cell | 0.03 | 10.88 | -0.07 | -0.05 | 0.51 | 0.57 | 20.00 |
+| plasma cell | 0.04 | 11.87 | -0.00 | -0.02 | 0.49 | 0.62 | 19.00 |
+| intrahepatic cholangiocyte | 0.03 | 9.52 | -0.00 | 0.01 | 0.50 | 0.56 | 11.00 |
+| erythrocyte | 0.02 | 24.50 | -0.01 | -0.02 | 0.41 | 0.87 | 2.00 |
 
 </details>