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adata.h5ad

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e14c152c9875d13900eb0c2a81d030ab1a39825c00e83fa8fb72e8d87f27abf9
+oid sha256:83ef7d44645ada6cceec984635c52f648c3a828401ffaf3d81cb1d49dc1c895e
 size 34776216

metrics.json

@@ -1,5 +1,5 @@
 {
-    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.46  | 1.49           |\n| Pearson Correlation | 0.75  | 0.70  |\n| Spearman Correlation | 0.70 | 0.67  |\n| R\u00b2 (R-Squared) | 0.34  | 0.23      |",
-    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 18.39   |\n| Pearson Correlation | 0.64  |\n| Spearman Correlation | 0.75 |\n| R\u00b2 (R-Squared) | 0.05  |",
-    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| mesenchymal stem cell | 0.94 | 0.65 | 0.88 | 0.95 | 0.38 | 0.84 | 14148.00 |\n| skeletal muscle satellite stem cell | 0.92 | 1.29 | 0.65 | 0.90 | 0.34 | 0.77 | 4831.00 |\n| endothelial cell of vascular tree | 0.94 | 1.50 | 0.67 | 0.90 | 0.33 | 0.79 | 3602.00 |\n| capillary endothelial cell | 0.90 | 2.27 | 0.59 | 0.82 | 0.32 | 0.75 | 2015.00 |\n| macrophage | 0.76 | 2.04 | 0.69 | 0.91 | 0.34 | 0.81 | 1989.00 |\n| pericyte | 0.93 | 1.96 | 0.71 | 0.86 | 0.33 | 0.74 | 1794.00 |\n| CD8-positive, alpha-beta T cell | 0.73 | 4.52 | 0.63 | 0.78 | 0.22 | 0.78 | 536.00 |\n| T cell | 0.91 | 4.92 | 0.53 | 0.59 | 0.33 | 0.76 | 407.00 |\n| fast muscle cell | 0.86 | 4.38 | 0.66 | 0.65 | 0.26 | 0.89 | 266.00 |\n| tendon cell | 0.72 | 4.89 | 0.51 | 0.58 | 0.35 | 0.66 | 234.00 |\n| CD4-positive, alpha-beta T cell | 0.80 | 5.45 | 0.59 | 0.70 | 0.26 | 0.72 | 221.00 |\n| slow muscle cell | 0.83 | 4.33 | 0.65 | 0.63 | 0.25 | 0.86 | 163.00 |\n| mature NK T cell | 0.77 | 6.24 | 0.61 | 0.71 | 0.25 | 0.71 | 137.00 |\n| endothelial cell of lymphatic vessel | 0.67 | 5.22 | 0.55 | 0.57 | 0.31 | 0.63 | 134.00 |\n| endothelial cell of artery | 0.77 | 4.58 | 0.61 | 0.61 | 0.38 | 0.74 | 133.00 |\n| smooth muscle cell | 0.74 | 4.99 | 0.60 | 0.58 | 0.33 | 0.75 | 58.00 |\n| mast cell | 0.67 | 6.73 | 0.49 | 0.50 | 0.26 | 0.76 | 46.00 |\n| erythrocyte | 0.23 | 4.95 | 0.32 | 0.37 | 0.47 | 0.96 | 20.00 |\n| mesothelial cell | 0.31 | 6.52 | 0.41 | 0.33 | 0.40 | 0.73 | 12.00 |"
+    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.45  | 1.46           |\n| Pearson Correlation | 0.75  | 0.72  |\n| Spearman Correlation | 0.70 | 0.68  |\n| R\u00b2 (R-Squared) | 0.35  | 0.30      |",
+    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 18.27   |\n| Pearson Correlation | 0.65  |\n| Spearman Correlation | 0.75 |\n| R\u00b2 (R-Squared) | 0.06  |",
+    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| mesenchymal stem cell | 0.94 | 0.67 | 0.86 | 0.95 | 0.38 | 0.84 | 14148.00 |\n| skeletal muscle satellite stem cell | 0.91 | 1.32 | 0.63 | 0.89 | 0.34 | 0.77 | 4831.00 |\n| endothelial cell of vascular tree | 0.95 | 1.44 | 0.69 | 0.91 | 0.32 | 0.78 | 3602.00 |\n| capillary endothelial cell | 0.90 | 2.20 | 0.61 | 0.83 | 0.31 | 0.75 | 2015.00 |\n| macrophage | 0.77 | 1.95 | 0.72 | 0.91 | 0.34 | 0.81 | 1989.00 |\n| pericyte | 0.91 | 2.17 | 0.66 | 0.85 | 0.33 | 0.74 | 1794.00 |\n| CD8-positive, alpha-beta T cell | 0.73 | 4.42 | 0.64 | 0.79 | 0.21 | 0.78 | 536.00 |\n| T cell | 0.92 | 4.72 | 0.55 | 0.62 | 0.32 | 0.76 | 407.00 |\n| fast muscle cell | 0.87 | 4.59 | 0.64 | 0.62 | 0.26 | 0.89 | 266.00 |\n| tendon cell | 0.75 | 4.76 | 0.53 | 0.59 | 0.36 | 0.66 | 234.00 |\n| CD4-positive, alpha-beta T cell | 0.80 | 5.34 | 0.59 | 0.70 | 0.26 | 0.72 | 221.00 |\n| slow muscle cell | 0.84 | 4.24 | 0.66 | 0.63 | 0.25 | 0.86 | 163.00 |\n| mature NK T cell | 0.76 | 6.20 | 0.61 | 0.71 | 0.25 | 0.71 | 137.00 |\n| endothelial cell of lymphatic vessel | 0.66 | 5.15 | 0.56 | 0.59 | 0.30 | 0.62 | 134.00 |\n| endothelial cell of artery | 0.75 | 4.51 | 0.61 | 0.61 | 0.37 | 0.74 | 133.00 |\n| smooth muscle cell | 0.71 | 5.06 | 0.60 | 0.58 | 0.33 | 0.74 | 58.00 |\n| mast cell | 0.71 | 6.56 | 0.51 | 0.50 | 0.26 | 0.76 | 46.00 |\n| erythrocyte | 0.24 | 5.01 | 0.31 | 0.37 | 0.48 | 0.96 | 20.00 |\n| mesothelial cell | 0.36 | 6.41 | 0.42 | 0.33 | 0.42 | 0.74 | 12.00 |"
 }

model.pt

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 version https://git-lfs.github.com/spec/v1
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 size 8976172