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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 | 1.99  | 1.99           |
+| Mean Absolute Error | 1.99  | 2.01           |
 | Pearson Correlation | 0.77  | 0.72  |
 | Spearman Correlation | 0.81 | 0.80  |
-| R² (R-Squared) | 0.36  | 0.26      |
+| R² (R-Squared) | 0.35  | 0.27      |
 
 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 | 32.61   |
+| Mean Absolute Error | 32.62   |
 | Pearson Correlation | 0.16  |
 | Spearman Correlation | 0.23 |
-| R² (R-Squared) | -18.80  |
+| R² (R-Squared) | -19.03  |
 
 </details>
 
@@ -83,20 +83,20 @@ cell-type.
 
 | Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |
 | --- | --- | --- | --- | --- | --- | --- | --- |
-| luminal epithelial cell of mammary gland | 0.74 | 1.46 | 0.51 | 0.75 | 0.48 | 0.90 | 5378.00 |
-| T cell | 0.86 | 3.12 | 0.28 | 0.44 | 0.33 | 0.86 | 2324.00 |
-| fibroblast of breast | 0.81 | 2.15 | 0.44 | 0.68 | 0.53 | 0.90 | 2066.00 |
-| basal cell | 0.43 | 4.95 | 0.24 | 0.16 | 0.47 | 0.75 | 476.00 |
-| vein endothelial cell | 0.65 | 6.09 | 0.22 | 0.21 | 0.49 | 0.80 | 263.00 |
-| macrophage | 0.30 | 6.29 | 0.19 | 0.13 | 0.44 | 0.80 | 219.00 |
-| plasma cell | 0.25 | 6.23 | 0.18 | 0.13 | 0.45 | 0.91 | 194.00 |
-| endothelial cell of artery | 0.61 | 6.53 | 0.29 | 0.19 | 0.49 | 0.77 | 168.00 |
-| pericyte | 0.36 | 6.64 | 0.40 | 0.25 | 0.42 | 0.69 | 106.00 |
-| vascular associated smooth muscle cell | 0.24 | 7.58 | 0.35 | 0.15 | 0.43 | 0.71 | 71.00 |
-| B cell | 0.08 | 8.49 | 0.29 | 0.13 | 0.45 | 0.76 | 43.00 |
-| endothelial cell of lymphatic vessel | 0.21 | 8.00 | 0.37 | 0.17 | 0.40 | 0.67 | 32.00 |
-| mature NK T cell | 0.11 | 7.26 | 0.27 | 0.18 | 0.45 | 0.83 | 19.00 |
-| mast cell | 0.06 | 8.15 | 0.27 | 0.15 | 0.45 | 0.78 | 16.00 |
+| luminal epithelial cell of mammary gland | 0.75 | 1.44 | 0.52 | 0.76 | 0.48 | 0.90 | 5378.00 |
+| T cell | 0.85 | 3.18 | 0.25 | 0.43 | 0.34 | 0.86 | 2324.00 |
+| fibroblast of breast | 0.81 | 2.14 | 0.43 | 0.68 | 0.54 | 0.91 | 2066.00 |
+| basal cell | 0.40 | 4.82 | 0.28 | 0.19 | 0.46 | 0.75 | 476.00 |
+| vein endothelial cell | 0.64 | 6.02 | 0.24 | 0.23 | 0.48 | 0.80 | 263.00 |
+| macrophage | 0.29 | 6.49 | 0.13 | 0.10 | 0.44 | 0.80 | 219.00 |
+| plasma cell | 0.24 | 6.18 | 0.20 | 0.15 | 0.44 | 0.91 | 194.00 |
+| endothelial cell of artery | 0.64 | 6.45 | 0.30 | 0.21 | 0.47 | 0.76 | 168.00 |
+| pericyte | 0.35 | 6.63 | 0.40 | 0.27 | 0.42 | 0.69 | 106.00 |
+| vascular associated smooth muscle cell | 0.26 | 7.53 | 0.36 | 0.16 | 0.42 | 0.71 | 71.00 |
+| B cell | 0.06 | 8.47 | 0.29 | 0.12 | 0.43 | 0.76 | 43.00 |
+| endothelial cell of lymphatic vessel | 0.17 | 8.34 | 0.34 | 0.14 | 0.43 | 0.69 | 32.00 |
+| mature NK T cell | 0.11 | 7.29 | 0.26 | 0.18 | 0.48 | 0.83 | 19.00 |
+| mast cell | 0.03 | 7.90 | 0.28 | 0.17 | 0.48 | 0.79 | 16.00 |
 
 </details>