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adata.h5ad

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:87f15a8fecb8d8de7d4bd885bec38b315f3e55567d951905647055b0026654c4
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metrics.json

@@ -1,5 +1,5 @@
 {
-    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.14  | 1.26           |\n| Pearson Correlation | 0.89  | 0.85  |\n| Spearman Correlation | 0.88 | 0.86  |\n| R\u00b2 (R-Squared) | 0.75  | 0.68      |",
-    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 16.74   |\n| Pearson Correlation | 0.63  |\n| Spearman Correlation | 0.67 |\n| R\u00b2 (R-Squared) | -1.65  |",
-    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| basal cell | 0.91 | 0.35 | 0.81 | 0.96 | 0.43 | 0.89 | 6281.00 |\n| keratinocyte | 0.88 | 0.81 | 0.73 | 0.97 | 0.23 | 0.91 | 3667.00 |\n| epithelial cell | 0.84 | 0.55 | 0.66 | 0.93 | 0.53 | 0.88 | 2114.00 |\n| leukocyte | 0.87 | 0.74 | 0.73 | 0.95 | 0.37 | 0.87 | 2109.00 |\n| fibroblast | 0.80 | 2.63 | 0.57 | 0.83 | 0.43 | 0.79 | 251.00 |\n| vein endothelial cell | 0.79 | 2.82 | 0.65 | 0.83 | 0.45 | 0.81 | 226.00 |\n| pericyte | 0.74 | 3.61 | 0.59 | 0.71 | 0.40 | 0.72 | 117.00 |\n| capillary endothelial cell | 0.77 | 3.90 | 0.64 | 0.75 | 0.44 | 0.74 | 101.00 |\n| tongue muscle cell | 0.70 | 5.56 | 0.54 | 0.56 | 0.39 | 0.70 | 60.00 |\n| endothelial cell of lymphatic vessel | 0.61 | 5.29 | 0.56 | 0.55 | 0.42 | 0.69 | 44.00 |\n| endothelial cell of artery | 0.67 | 4.78 | 0.63 | 0.67 | 0.41 | 0.71 | 40.00 |"
+    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.14  | 1.22           |\n| Pearson Correlation | 0.89  | 0.86  |\n| Spearman Correlation | 0.88 | 0.86  |\n| R\u00b2 (R-Squared) | 0.75  | 0.69      |",
+    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 16.76   |\n| Pearson Correlation | 0.63  |\n| Spearman Correlation | 0.67 |\n| R\u00b2 (R-Squared) | -1.67  |",
+    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| basal cell | 0.92 | 0.32 | 0.86 | 0.96 | 0.43 | 0.89 | 6281.00 |\n| keratinocyte | 0.88 | 0.79 | 0.75 | 0.97 | 0.23 | 0.90 | 3667.00 |\n| epithelial cell | 0.84 | 0.54 | 0.71 | 0.93 | 0.53 | 0.87 | 2114.00 |\n| leukocyte | 0.85 | 0.76 | 0.70 | 0.94 | 0.38 | 0.87 | 2109.00 |\n| fibroblast | 0.79 | 2.62 | 0.58 | 0.82 | 0.44 | 0.80 | 251.00 |\n| vein endothelial cell | 0.81 | 2.90 | 0.63 | 0.82 | 0.46 | 0.81 | 226.00 |\n| pericyte | 0.79 | 3.66 | 0.59 | 0.72 | 0.41 | 0.72 | 117.00 |\n| capillary endothelial cell | 0.78 | 3.85 | 0.64 | 0.74 | 0.44 | 0.74 | 101.00 |\n| tongue muscle cell | 0.76 | 5.43 | 0.55 | 0.57 | 0.38 | 0.70 | 60.00 |\n| endothelial cell of lymphatic vessel | 0.60 | 5.63 | 0.53 | 0.52 | 0.42 | 0.69 | 44.00 |\n| endothelial cell of artery | 0.69 | 4.79 | 0.63 | 0.66 | 0.40 | 0.71 | 40.00 |"
 }

model.pt

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