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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 | 1.69  | 1.67           |
-| Pearson Correlation | 0.72  | 0.72  |
+| Mean Absolute Error | 1.67  | 1.66           |
+| Pearson Correlation | 0.72  | 0.73  |
 | Spearman Correlation | 0.70 | 0.71  |
-| R² (R-Squared) | 0.40  | 0.36      |
+| R² (R-Squared) | 0.40  | 0.38      |
 
 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.
@@ -66,7 +66,7 @@ preserved by the generated model expression. This value is usually quite high.
 | Mean Absolute Error | 29.93   |
 | Pearson Correlation | 0.63  |
 | Spearman Correlation | 0.60 |
-| R² (R-Squared) | -27.17  |
+| R² (R-Squared) | -27.26  |
 
 </details>
 
@@ -83,17 +83,17 @@ cell-type.
 
 | Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |
 | --- | --- | --- | --- | --- | --- | --- | --- |
-| basal cell | 0.79 | 0.79 | 0.62 | 0.82 | 0.43 | 0.88 | 6281.00 |
-| keratinocyte | 0.86 | 1.63 | 0.52 | 0.87 | 0.28 | 0.91 | 3667.00 |
-| epithelial cell | 0.60 | 1.02 | 0.18 | 0.58 | 0.56 | 0.88 | 2114.00 |
-| leukocyte | 0.78 | 1.54 | 0.31 | 0.55 | 0.44 | 0.87 | 2109.00 |
-| fibroblast | 0.59 | 3.92 | 0.18 | 0.35 | 0.53 | 0.82 | 251.00 |
-| vein endothelial cell | 0.65 | 4.75 | 0.18 | 0.27 | 0.59 | 0.85 | 226.00 |
-| pericyte | 0.45 | 5.48 | 0.26 | 0.27 | 0.50 | 0.73 | 117.00 |
-| capillary endothelial cell | 0.65 | 6.16 | 0.30 | 0.27 | 0.53 | 0.77 | 101.00 |
-| tongue muscle cell | 0.36 | 7.67 | 0.31 | 0.19 | 0.45 | 0.71 | 60.00 |
-| endothelial cell of lymphatic vessel | 0.44 | 7.59 | 0.32 | 0.21 | 0.47 | 0.70 | 44.00 |
-| endothelial cell of artery | 0.52 | 7.66 | 0.33 | 0.25 | 0.51 | 0.74 | 40.00 |
+| basal cell | 0.84 | 0.78 | 0.70 | 0.82 | 0.42 | 0.88 | 6281.00 |
+| keratinocyte | 0.86 | 1.64 | 0.50 | 0.87 | 0.28 | 0.91 | 3667.00 |
+| epithelial cell | 0.59 | 1.02 | 0.17 | 0.57 | 0.56 | 0.88 | 2114.00 |
+| leukocyte | 0.77 | 1.53 | 0.29 | 0.56 | 0.43 | 0.87 | 2109.00 |
+| fibroblast | 0.58 | 4.03 | 0.14 | 0.35 | 0.55 | 0.82 | 251.00 |
+| vein endothelial cell | 0.64 | 4.67 | 0.22 | 0.26 | 0.58 | 0.84 | 226.00 |
+| pericyte | 0.44 | 5.37 | 0.28 | 0.27 | 0.47 | 0.72 | 117.00 |
+| capillary endothelial cell | 0.65 | 6.21 | 0.29 | 0.29 | 0.52 | 0.77 | 101.00 |
+| tongue muscle cell | 0.37 | 7.61 | 0.32 | 0.19 | 0.44 | 0.70 | 60.00 |
+| endothelial cell of lymphatic vessel | 0.42 | 7.81 | 0.29 | 0.20 | 0.49 | 0.71 | 44.00 |
+| endothelial cell of artery | 0.47 | 7.59 | 0.33 | 0.24 | 0.51 | 0.75 | 40.00 |
 
 </details>