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adata.h5ad

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+size 6454012

metrics.json

@@ -0,0 +1,5 @@
+{
+    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 2.12  | 2.08           |\n| Pearson Correlation | 0.48  | 0.52  |\n| Spearman Correlation | 0.41 | 0.48  |\n| R\u00b2 (R-Squared) | -0.36  | -0.49      |",
+    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 8.46   |\n| Pearson Correlation | 0.56  |\n| Spearman Correlation | 0.55 |\n| R\u00b2 (R-Squared) | -1.14  |",
+    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| macrophage | 0.94 | 1.23 | 0.60 | 0.93 | 0.26 | 0.76 | 1379.00 |\n| monocyte | 0.85 | 2.02 | 0.58 | 0.85 | 0.23 | 0.68 | 605.00 |\n| endothelial cell of hepatic sinusoid | 0.76 | 1.91 | 0.63 | 0.88 | 0.54 | 0.82 | 341.00 |\n| mature NK T cell | 0.81 | 3.00 | 0.60 | 0.87 | 0.48 | 0.83 | 231.00 |\n| neutrophil | 0.43 | 4.35 | 0.46 | 0.75 | 0.16 | 0.51 | 81.00 |\n| fibroblast | 0.66 | 2.72 | 0.66 | 0.84 | 0.54 | 0.77 | 70.00 |\n| hepatocyte | 0.68 | 4.20 | 0.62 | 0.84 | 0.40 | 0.81 | 67.00 |\n| liver dendritic cell | 0.57 | 5.17 | 0.55 | 0.49 | 0.33 | 0.47 | 34.00 |\n| T cell | 0.41 | 8.87 | 0.34 | 0.47 | 0.32 | 0.48 | 20.00 |\n| plasma cell | 0.53 | 6.28 | 0.53 | 0.50 | 0.32 | 0.54 | 19.00 |\n| intrahepatic cholangiocyte | 0.51 | 5.19 | 0.62 | 0.74 | 0.40 | 0.58 | 11.00 |\n| erythrocyte | 0.09 | 7.92 | 0.35 | 0.32 | 0.23 | 0.81 | 2.00 |"
+}

model.pt

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