{ "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 2.94 | 2.88 |\n| Pearson Correlation | 0.45 | 0.44 |\n| Spearman Correlation | 0.52 | 0.51 |\n| R\u00b2 (R-Squared) | -2.09 | -2.02 |", "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 30.71 |\n| Pearson Correlation | 0.26 |\n| Spearman Correlation | 0.35 |\n| R\u00b2 (R-Squared) | -296.23 |", "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| stromal cell | 0.85 | 2.61 | 0.36 | 0.62 | 0.55 | 0.91 | 2943.00 |\n| endothelial cell | 0.76 | 3.18 | 0.26 | 0.40 | 0.52 | 0.88 | 1309.00 |\n| CD8-positive, alpha-beta memory T cell | 0.74 | 6.21 | 0.10 | 0.31 | 0.39 | 0.81 | 857.00 |\n| macrophage | 0.69 | 4.27 | 0.07 | 0.24 | 0.41 | 0.86 | 846.00 |\n| mast cell | 0.62 | 5.46 | 0.07 | 0.17 | 0.37 | 0.81 | 645.00 |\n| mature NK T cell | 0.78 | 6.51 | 0.10 | 0.28 | 0.39 | 0.79 | 605.00 |\n| T cell | 0.74 | 7.45 | 0.09 | 0.25 | 0.39 | 0.79 | 519.00 |\n| muscle cell | 0.36 | 6.02 | 0.01 | 0.12 | 0.48 | 0.81 | 437.00 |\n| CD4-positive, alpha-beta memory T cell | 0.79 | 8.15 | 0.17 | 0.25 | 0.40 | 0.77 | 339.00 |\n| CD1c-positive myeloid dendritic cell | 0.59 | 8.62 | 0.08 | 0.16 | 0.46 | 0.86 | 165.00 |\n| CD8-positive, alpha-beta cytotoxic T cell | 0.69 | 9.63 | 0.22 | 0.19 | 0.43 | 0.76 | 129.00 |\n| regulatory T cell | 0.53 | 10.58 | 0.18 | 0.17 | 0.44 | 0.82 | 126.00 |\n| epithelial cell | 0.27 | 7.64 | 0.07 | 0.12 | 0.48 | 0.73 | 106.00 |\n| naive thymus-derived CD8-positive, alpha-beta T cell | 0.58 | 10.71 | 0.22 | 0.15 | 0.44 | 0.80 | 88.00 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 0.70 | 9.99 | 0.24 | 0.17 | 0.45 | 0.78 | 71.00 |\n| melanocyte | 0.18 | 10.12 | 0.14 | 0.05 | 0.50 | 0.76 | 64.00 |\n| CD4-positive helper T cell | 0.65 | 10.64 | 0.24 | 0.18 | 0.41 | 0.78 | 59.00 |\n| Langerhans cell | 0.42 | 11.23 | 0.16 | 0.14 | 0.46 | 0.78 | 36.00 |\n| plasma cell | 0.04 | 11.42 | 0.14 | 0.04 | 0.51 | 0.81 | 24.00 |\n| CD141-positive myeloid dendritic cell | 0.54 | 13.30 | 0.19 | 0.18 | 0.46 | 0.82 | 17.00 |\n| smooth muscle cell | 0.30 | 9.79 | 0.25 | 0.10 | 0.46 | 0.72 | 13.00 |" }