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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 | 3.08  | 3.02           |\n| Pearson Correlation | 0.70  | 0.72  |\n| Spearman Correlation | 0.73 | 0.74  |\n| R\u00b2 (R-Squared) | 0.24  | 0.30      |",
+    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 25.93   |\n| Pearson Correlation | 0.67  |\n| Spearman Correlation | 0.71 |\n| R\u00b2 (R-Squared) | -53.52  |",
+    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| neutrophil | 0.91 | 4.04 | 0.13 | 0.41 | 0.31 | 0.87 | 2911.00 |\n| CD4-positive, alpha-beta T cell | 0.87 | 3.13 | 0.21 | 0.49 | 0.45 | 0.82 | 2025.00 |\n| monocyte | 0.86 | 2.86 | 0.19 | 0.48 | 0.44 | 0.77 | 1389.00 |\n| CD8-positive, alpha-beta T cell | 0.74 | 4.35 | 0.13 | 0.43 | 0.42 | 0.77 | 1147.00 |\n| granulocyte | 0.68 | 3.71 | 0.24 | 0.51 | 0.56 | 0.86 | 853.00 |\n| plasma cell | 0.76 | 4.57 | 0.14 | 0.26 | 0.33 | 0.88 | 825.00 |\n| erythroid progenitor cell | 0.75 | 4.11 | 0.28 | 0.60 | 0.57 | 0.91 | 757.00 |\n| mature NK T cell | 0.59 | 5.68 | 0.16 | 0.28 | 0.44 | 0.72 | 678.00 |\n| hematopoietic stem cell | 0.72 | 3.67 | 0.19 | 0.40 | 0.54 | 0.83 | 617.00 |\n| memory B cell | 0.54 | 6.93 | 0.23 | 0.23 | 0.43 | 0.72 | 310.00 |\n| common myeloid progenitor | 0.82 | 4.82 | 0.21 | 0.53 | 0.62 | 0.90 | 287.00 |\n| macrophage | 0.67 | 7.70 | 0.33 | 0.38 | 0.42 | 0.81 | 265.00 |\n| naive B cell | 0.50 | 8.79 | 0.24 | 0.18 | 0.42 | 0.72 | 142.00 |\n| erythrocyte | 0.51 | 10.76 | 0.27 | 0.14 | 0.44 | 0.93 | 87.00 |"
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