{ "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.99 | 2.05 |\n| Pearson Correlation | 0.83 | 0.81 |\n| Spearman Correlation | 0.83 | 0.81 |\n| R\u00b2 (R-Squared) | 0.38 | 0.32 |", "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 15.35 |\n| Pearson Correlation | 0.66 |\n| Spearman Correlation | 0.75 |\n| R\u00b2 (R-Squared) | -0.02 |", "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| neutrophil | 0.91 | 0.78 | 0.78 | 0.97 | 0.03 | 0.02 | 8677.00 |\n| CD4-positive, alpha-beta T cell | 0.95 | 0.93 | 0.68 | 0.95 | 0.34 | 0.27 | 3173.00 |\n| CD8-positive, alpha-beta T cell | 0.88 | 1.10 | 0.67 | 0.93 | 0.14 | 0.08 | 2636.00 |\n| monocyte | 0.88 | 1.05 | 0.58 | 0.87 | 0.19 | 0.19 | 2040.00 |\n| B cell | 0.95 | 1.50 | 0.58 | 0.91 | 0.46 | 0.35 | 1819.00 |\n| hematopoietic precursor cell | 0.77 | 1.05 | 0.77 | 0.93 | 0.44 | 0.33 | 1720.00 |\n| plasma cell | 0.86 | 1.13 | 0.78 | 0.93 | 0.03 | 0.02 | 1448.00 |\n| natural killer cell | 0.83 | 2.01 | 0.62 | 0.85 | 0.17 | 0.16 | 1099.00 |\n| erythroid progenitor cell | 0.69 | 1.34 | 0.74 | 0.96 | 0.12 | 0.04 | 971.00 |\n| hematopoietic stem cell | 0.92 | 1.18 | 0.75 | 0.93 | 0.37 | 0.37 | 792.00 |\n| granulocyte | 0.87 | 2.27 | 0.62 | 0.76 | 0.06 | 0.03 | 635.00 |\n| erythrocyte | 0.79 | 2.43 | 0.68 | 0.87 | 0.02 | 0.02 | 453.00 |\n| common myeloid progenitor | 0.75 | 1.33 | 0.77 | 0.94 | 0.39 | 0.37 | 453.00 |\n| macrophage | 0.83 | 2.31 | 0.66 | 0.83 | 0.18 | 0.11 | 358.00 |\n| classical monocyte | 0.77 | 2.91 | 0.64 | 0.77 | 0.23 | 0.13 | 231.00 |\n| intermediate monocyte | 0.85 | 3.07 | 0.65 | 0.79 | 0.19 | 0.07 | 224.00 |\n| myeloid dendritic cell | 0.87 | 4.19 | 0.55 | 0.57 | 0.32 | 0.02 | 108.00 |\n| T cell | 0.67 | 4.92 | 0.52 | 0.53 | 0.31 | 0.02 | 98.00 |\n| mature NK T cell | 0.68 | 5.45 | 0.52 | 0.45 | 0.26 | 0.02 | 64.00 |\n| non-classical monocyte | 0.79 | 5.24 | 0.59 | 0.59 | 0.22 | 0.02 | 53.00 |\n| basophil | 0.49 | 5.86 | 0.54 | 0.48 | 0.34 | 0.02 | 23.00 |\n| regulatory T cell | 0.72 | 6.33 | 0.45 | 0.40 | 0.31 | 0.02 | 14.00 |\n| fibroblast | 0.42 | 7.25 | 0.51 | 0.49 | 0.32 | 0.02 | 11.00 |\n| plasmacytoid dendritic cell | 0.63 | 6.90 | 0.46 | 0.37 | 0.41 | 0.03 | 9.00 |\n| endothelial cell | 0.28 | 7.94 | 0.38 | 0.34 | 0.30 | 0.02 | 3.00 |" }