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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 | 1.73  | 1.81           |\n| Pearson Correlation | 0.83  | 0.80  |\n| Spearman Correlation | 0.77 | 0.76  |\n| R\u00b2 (R-Squared) | 0.45  | 0.39      |",
+    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 19.83   |\n| Pearson Correlation | 0.66  |\n| Spearman Correlation | 0.71 |\n| R\u00b2 (R-Squared) | -0.98  |",
+    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| neutrophil | 0.95 | 1.65 | 0.67 | 0.85 | 0.12 | 0.86 | 4486.00 |\n| memory B cell | 0.95 | 1.17 | 0.57 | 0.93 | 0.34 | 0.87 | 4391.00 |\n| CD8-positive, alpha-beta memory T cell | 0.88 | 1.89 | 0.60 | 0.90 | 0.32 | 0.83 | 3479.00 |\n| classical monocyte | 0.94 | 1.18 | 0.65 | 0.91 | 0.34 | 0.85 | 3450.00 |\n| plasma cell | 0.80 | 0.92 | 0.77 | 0.96 | 0.37 | 0.93 | 2366.00 |\n| mature NK T cell | 0.95 | 2.28 | 0.58 | 0.85 | 0.32 | 0.80 | 1820.00 |\n| CD4-positive, alpha-beta memory T cell | 0.92 | 2.30 | 0.63 | 0.84 | 0.29 | 0.78 | 1463.00 |\n| type I NK T cell | 0.93 | 2.81 | 0.57 | 0.80 | 0.33 | 0.76 | 1038.00 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 0.91 | 2.67 | 0.62 | 0.82 | 0.31 | 0.77 | 1025.00 |\n| macrophage | 0.91 | 2.08 | 0.68 | 0.89 | 0.40 | 0.83 | 892.00 |\n| naive B cell | 0.87 | 3.85 | 0.55 | 0.69 | 0.29 | 0.71 | 478.00 |\n| endothelial cell | 0.79 | 1.80 | 0.79 | 0.93 | 0.56 | 0.91 | 438.00 |\n| naive thymus-derived CD8-positive, alpha-beta T cell | 0.80 | 4.47 | 0.55 | 0.64 | 0.33 | 0.63 | 232.00 |\n| regulatory T cell | 0.80 | 4.65 | 0.54 | 0.67 | 0.39 | 0.74 | 232.00 |\n| erythrocyte | 0.89 | 4.18 | 0.66 | 0.67 | 0.26 | 0.89 | 142.00 |\n| intermediate monocyte | 0.83 | 4.91 | 0.55 | 0.57 | 0.33 | 0.75 | 131.00 |\n| innate lymphoid cell | 0.73 | 5.74 | 0.51 | 0.49 | 0.38 | 0.62 | 90.00 |\n| hematopoietic stem cell | 0.63 | 4.07 | 0.64 | 0.73 | 0.53 | 0.84 | 73.00 |\n| plasmacytoid dendritic cell | 0.59 | 4.66 | 0.60 | 0.53 | 0.37 | 0.70 | 37.00 |\n| CD1c-positive myeloid dendritic cell | 0.61 | 5.44 | 0.55 | 0.43 | 0.39 | 0.63 | 26.00 |\n| platelet | 0.65 | 6.76 | 0.48 | 0.40 | 0.40 | 0.71 | 18.00 |\n| CD141-positive myeloid dendritic cell | 0.51 | 5.56 | 0.56 | 0.51 | 0.40 | 0.67 | 18.00 |"
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