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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 | 2.75  | 2.81           |
+| Mean Absolute Error | 2.76  | 2.80           |
 | Pearson Correlation | 0.84  | 0.84  |
 | Spearman Correlation | 0.86 | 0.86  |
-| R² (R-Squared) | 0.40  | 0.42      |
+| R² (R-Squared) | 0.40  | 0.43      |
 
 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 | 35.25   |
+| Mean Absolute Error | 35.21   |
 | Pearson Correlation | 0.19  |
 | Spearman Correlation | 0.39 |
-| R² (R-Squared) | -17.88  |
+| R² (R-Squared) | -17.53  |
 
 </details>
 
@@ -83,19 +83,19 @@ cell-type.
 
 | Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |
 | --- | --- | --- | --- | --- | --- | --- | --- |
-| epithelial cell | 0.94 | 1.29 | 0.45 | 0.74 | 0.18 | 0.86 | 6637.00 |
-| basal cell of prostate epithelium | 0.87 | 1.46 | 0.36 | 0.59 | 0.56 | 0.90 | 3198.00 |
-| CD8-positive, alpha-beta T cell | 0.70 | 4.97 | 0.12 | 0.29 | 0.46 | 0.86 | 1081.00 |
-| endothelial cell | 0.72 | 5.25 | 0.32 | 0.44 | 0.57 | 0.87 | 471.00 |
-| mature NK T cell | 0.67 | 6.93 | 0.14 | 0.24 | 0.48 | 0.81 | 430.00 |
-| macrophage | 0.67 | 6.52 | 0.08 | 0.17 | 0.56 | 0.86 | 317.00 |
-| club cell | 0.55 | 3.82 | 0.28 | 0.31 | 0.54 | 0.77 | 290.00 |
-| smooth muscle cell | 0.59 | 5.36 | 0.27 | 0.37 | 0.57 | 0.83 | 285.00 |
-| fibroblast | 0.48 | 6.66 | 0.26 | 0.22 | 0.54 | 0.80 | 207.00 |
-| luminal cell of prostate epithelium | 0.16 | 6.81 | 0.26 | 0.11 | 0.50 | 0.72 | 60.00 |
-| erythroid progenitor cell | 0.08 | 8.14 | 0.20 | 0.19 | 0.55 | 0.97 | 52.00 |
-| monocyte | 0.44 | 11.67 | 0.19 | 0.34 | 0.49 | 0.74 | 33.00 |
-| stromal cell | 0.10 | 11.06 | 0.10 | 0.12 | 0.48 | 0.60 | 32.00 |
+| epithelial cell | 0.95 | 1.33 | 0.39 | 0.72 | 0.18 | 0.86 | 6637.00 |
+| basal cell of prostate epithelium | 0.87 | 1.47 | 0.32 | 0.58 | 0.57 | 0.90 | 3198.00 |
+| CD8-positive, alpha-beta T cell | 0.71 | 4.99 | 0.11 | 0.30 | 0.45 | 0.85 | 1081.00 |
+| endothelial cell | 0.72 | 5.19 | 0.34 | 0.45 | 0.57 | 0.86 | 471.00 |
+| mature NK T cell | 0.65 | 7.04 | 0.12 | 0.25 | 0.48 | 0.81 | 430.00 |
+| macrophage | 0.68 | 6.52 | 0.08 | 0.19 | 0.56 | 0.86 | 317.00 |
+| club cell | 0.55 | 3.74 | 0.31 | 0.32 | 0.53 | 0.77 | 290.00 |
+| smooth muscle cell | 0.60 | 5.30 | 0.28 | 0.38 | 0.56 | 0.83 | 285.00 |
+| fibroblast | 0.51 | 6.64 | 0.27 | 0.20 | 0.53 | 0.80 | 207.00 |
+| luminal cell of prostate epithelium | 0.20 | 7.00 | 0.24 | 0.05 | 0.51 | 0.72 | 60.00 |
+| erythroid progenitor cell | 0.02 | 8.32 | 0.20 | 0.18 | 0.50 | 0.97 | 52.00 |
+| monocyte | 0.42 | 11.62 | 0.19 | 0.35 | 0.49 | 0.74 | 33.00 |
+| stromal cell | 0.11 | 10.93 | 0.12 | 0.13 | 0.47 | 0.59 | 32.00 |
 
 </details>