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adata.h5ad

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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-size 41570608
+oid sha256:6faae4b7ec2e271b44527c4bb169c4c65caff76477611190a1577b00087c398f
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metrics.json

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+{
+    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.47  | 1.47           |\n| Pearson Correlation | 0.75  | 0.72  |\n| Spearman Correlation | 0.70 | 0.68  |\n| R\u00b2 (R-Squared) | 0.33  | 0.29      |",
+    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 18.32   |\n| Pearson Correlation | 0.65  |\n| Spearman Correlation | 0.75 |\n| R\u00b2 (R-Squared) | 0.07  |",
+    "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 | 0.84 | 0.95 | 0.37 | 0.84 | 14148.00 |\n| skeletal muscle satellite stem cell | 0.94 | 1.28 | 0.65 | 0.89 | 0.34 | 0.77 | 4831.00 |\n| endothelial cell of vascular tree | 0.95 | 1.43 | 0.70 | 0.92 | 0.32 | 0.78 | 3602.00 |\n| capillary endothelial cell | 0.89 | 2.19 | 0.62 | 0.84 | 0.31 | 0.75 | 2015.00 |\n| macrophage | 0.76 | 2.10 | 0.68 | 0.90 | 0.35 | 0.81 | 1989.00 |\n| pericyte | 0.92 | 2.16 | 0.66 | 0.85 | 0.34 | 0.74 | 1794.00 |\n| CD8-positive, alpha-beta T cell | 0.75 | 4.54 | 0.62 | 0.78 | 0.21 | 0.78 | 536.00 |\n| T cell | 0.90 | 4.91 | 0.53 | 0.60 | 0.33 | 0.76 | 407.00 |\n| fast muscle cell | 0.87 | 4.38 | 0.66 | 0.65 | 0.25 | 0.88 | 266.00 |\n| tendon cell | 0.74 | 4.78 | 0.53 | 0.59 | 0.35 | 0.66 | 234.00 |\n| CD4-positive, alpha-beta T cell | 0.80 | 5.40 | 0.59 | 0.69 | 0.26 | 0.72 | 221.00 |\n| slow muscle cell | 0.85 | 4.10 | 0.68 | 0.66 | 0.25 | 0.86 | 163.00 |\n| mature NK T cell | 0.73 | 6.50 | 0.59 | 0.70 | 0.25 | 0.71 | 137.00 |\n| endothelial cell of lymphatic vessel | 0.70 | 5.23 | 0.54 | 0.59 | 0.29 | 0.62 | 134.00 |\n| endothelial cell of artery | 0.76 | 4.55 | 0.61 | 0.60 | 0.38 | 0.74 | 133.00 |\n| smooth muscle cell | 0.73 | 5.16 | 0.58 | 0.58 | 0.33 | 0.75 | 58.00 |\n| mast cell | 0.70 | 6.45 | 0.52 | 0.51 | 0.25 | 0.76 | 46.00 |\n| erythrocyte | 0.27 | 5.03 | 0.31 | 0.37 | 0.45 | 0.96 | 20.00 |\n| mesothelial cell | 0.35 | 6.40 | 0.42 | 0.33 | 0.41 | 0.73 | 12.00 |"
+}

model.pt

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