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adata.h5ad

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metrics.json

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+{
+    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 2.12  | 2.16           |\n| Pearson Correlation | 0.77  | 0.71  |\n| Spearman Correlation | 0.59 | 0.57  |\n| R\u00b2 (R-Squared) | 0.43  | 0.29      |",
+    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 3.93   |\n| Pearson Correlation | 0.85  |\n| Spearman Correlation | 0.96 |\n| R\u00b2 (R-Squared) | 0.49  |",
+    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| CD4-positive, alpha-beta T cell | 0.90 | 1.71 | 0.59 | 0.87 | 0.15 | 0.84 | 5257.00 |\n| CD8-positive, alpha-beta T cell | 0.92 | 2.88 | 0.57 | 0.79 | 0.18 | 0.74 | 2231.00 |\n| enterocyte of epithelium of small intestine | 0.96 | 2.29 | 0.69 | 0.92 | 0.41 | 0.88 | 1100.00 |\n| B cell | 0.89 | 3.85 | 0.65 | 0.71 | 0.31 | 0.77 | 441.00 |\n| plasma cell | 0.86 | 3.46 | 0.67 | 0.76 | 0.24 | 0.86 | 303.00 |\n| small intestine goblet cell | 0.91 | 3.49 | 0.65 | 0.80 | 0.45 | 0.84 | 300.00 |\n| paneth cell of epithelium of small intestine | 0.89 | 3.90 | 0.67 | 0.77 | 0.45 | 0.85 | 177.00 |\n| intestinal tuft cell | 0.90 | 4.20 | 0.65 | 0.69 | 0.39 | 0.79 | 146.00 |\n| transit amplifying cell of small intestine | 0.84 | 4.23 | 0.64 | 0.73 | 0.42 | 0.82 | 127.00 |\n| fibroblast | 0.77 | 3.77 | 0.71 | 0.85 | 0.59 | 0.90 | 88.00 |\n| intestinal crypt stem cell of small intestine | 0.72 | 3.86 | 0.69 | 0.81 | 0.52 | 0.87 | 71.00 |\n| mast cell | 0.84 | 4.85 | 0.60 | 0.58 | 0.33 | 0.80 | 65.00 |\n| neutrophil | 0.75 | 4.53 | 0.67 | 0.69 | 0.43 | 0.81 | 64.00 |\n| monocyte | 0.78 | 4.43 | 0.70 | 0.76 | 0.46 | 0.86 | 61.00 |\n| gut endothelial cell | 0.58 | 6.02 | 0.59 | 0.59 | 0.42 | 0.80 | 15.00 |\n| intestinal enteroendocrine cell | 0.53 | 5.75 | 0.58 | 0.55 | 0.35 | 0.70 | 12.00 |"
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model.pt

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