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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 | 1.82  | 1.83           |
+| Mean Absolute Error | 1.81  | 1.82           |
 | Pearson Correlation | 0.71  | 0.72  |
 | Spearman Correlation | 0.85 | 0.85  |
-| R² (R-Squared) | -0.05  | -0.07      |
+| R² (R-Squared) | -0.06  | -0.05      |
 
 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 | 25.70   |
+| Mean Absolute Error | 25.72   |
 | Pearson Correlation | 0.41  |
 | Spearman Correlation | 0.49 |
-| R² (R-Squared) | -18.87  |
+| R² (R-Squared) | -18.93  |
 
 </details>
 
@@ -83,20 +83,20 @@ cell-type.
 
 | Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |
 | --- | --- | --- | --- | --- | --- | --- | --- |
-| pancreatic acinar cell | 0.90 | 1.07 | 0.56 | 0.71 | 0.14 | 0.88 | 5534.00 |
-| pancreatic ductal cell | 0.91 | 1.75 | 0.53 | 0.82 | 0.54 | 0.94 | 2431.00 |
-| endothelial cell | 0.81 | 2.96 | 0.29 | 0.54 | 0.59 | 0.95 | 2100.00 |
-| myeloid cell | 0.73 | 2.91 | 0.31 | 0.61 | 0.57 | 0.95 | 1862.00 |
-| T cell | 0.56 | 5.22 | 0.07 | 0.24 | 0.47 | 0.84 | 573.00 |
-| pancreatic stellate cell | 0.50 | 5.04 | 0.15 | 0.35 | 0.52 | 0.87 | 393.00 |
-| B cell | 0.52 | 7.58 | 0.23 | 0.35 | 0.42 | 0.78 | 144.00 |
-| type B pancreatic cell | 0.13 | 7.72 | 0.20 | 0.25 | 0.37 | 0.86 | 99.00 |
-| pancreatic A cell | 0.19 | 10.23 | 0.18 | 0.23 | 0.40 | 0.74 | 71.00 |
-| pancreatic PP cell | 0.36 | 9.35 | 0.22 | 0.28 | 0.40 | 0.82 | 71.00 |
-| plasma cell | 0.12 | 7.44 | 0.27 | 0.12 | 0.44 | 0.89 | 63.00 |
-| mast cell | 0.58 | 11.19 | 0.18 | 0.27 | 0.48 | 0.81 | 53.00 |
-| fibroblast | 0.36 | 7.38 | 0.38 | 0.28 | 0.40 | 0.75 | 47.00 |
-| mature NK T cell | 0.41 | 7.82 | 0.38 | 0.29 | 0.42 | 0.72 | 47.00 |
+| pancreatic acinar cell | 0.91 | 1.04 | 0.58 | 0.72 | 0.14 | 0.88 | 5534.00 |
+| pancreatic ductal cell | 0.92 | 1.73 | 0.54 | 0.82 | 0.53 | 0.94 | 2431.00 |
+| endothelial cell | 0.81 | 2.96 | 0.30 | 0.55 | 0.59 | 0.95 | 2100.00 |
+| myeloid cell | 0.74 | 2.91 | 0.31 | 0.60 | 0.57 | 0.95 | 1862.00 |
+| T cell | 0.58 | 5.19 | 0.09 | 0.27 | 0.46 | 0.84 | 573.00 |
+| pancreatic stellate cell | 0.53 | 5.03 | 0.16 | 0.37 | 0.53 | 0.87 | 393.00 |
+| B cell | 0.53 | 7.59 | 0.23 | 0.35 | 0.44 | 0.79 | 144.00 |
+| type B pancreatic cell | 0.14 | 7.86 | 0.18 | 0.23 | 0.36 | 0.85 | 99.00 |
+| pancreatic A cell | 0.20 | 10.07 | 0.20 | 0.25 | 0.38 | 0.73 | 71.00 |
+| pancreatic PP cell | 0.35 | 9.41 | 0.21 | 0.27 | 0.40 | 0.82 | 71.00 |
+| plasma cell | 0.08 | 7.40 | 0.29 | 0.13 | 0.43 | 0.89 | 63.00 |
+| mast cell | 0.56 | 10.93 | 0.22 | 0.28 | 0.48 | 0.81 | 53.00 |
+| fibroblast | 0.37 | 7.56 | 0.36 | 0.25 | 0.40 | 0.74 | 47.00 |
+| mature NK T cell | 0.45 | 7.64 | 0.40 | 0.29 | 0.40 | 0.71 | 47.00 |
 
 </details>