| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 2.29 | 2.37 |\n| Pearson Correlation | 0.63 | 0.61 |\n| Spearman Correlation | 0.61 | 0.59 |\n| R\u00b2 (R-Squared) | 0.11 | 0.02 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 14.99 |\n| Pearson Correlation | 0.53 |\n| Spearman Correlation | 0.58 |\n| R\u00b2 (R-Squared) | -2.17 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| stromal cell | 0.89 | 1.25 | 0.70 | 0.96 | 0.45 | 0.90 | 2943.00 |\n| endothelial cell | 0.83 | 1.60 | 0.68 | 0.91 | 0.37 | 0.85 | 1309.00 |\n| CD8-positive, alpha-beta memory T cell | 0.88 | 3.56 | 0.60 | 0.77 | 0.23 | 0.76 | 857.00 |\n| macrophage | 0.84 | 2.57 | 0.59 | 0.83 | 0.29 | 0.84 | 846.00 |\n| mast cell | 0.88 | 3.38 | 0.60 | 0.77 | 0.21 | 0.76 | 645.00 |\n| mature NK T cell | 0.86 | 3.82 | 0.59 | 0.74 | 0.24 | 0.74 | 605.00 |\n| T cell | 0.87 | 4.38 | 0.57 | 0.70 | 0.22 | 0.73 | 519.00 |\n| muscle cell | 0.90 | 3.41 | 0.61 | 0.78 | 0.36 | 0.79 | 437.00 |\n| CD4-positive, alpha-beta memory T cell | 0.86 | 4.72 | 0.57 | 0.66 | 0.24 | 0.72 | 339.00 |\n| CD1c-positive myeloid dendritic cell | 0.76 | 4.81 | 0.58 | 0.70 | 0.30 | 0.82 | 165.00 |\n| CD8-positive, alpha-beta cytotoxic T cell | 0.82 | 5.51 | 0.54 | 0.56 | 0.29 | 0.71 | 129.00 |\n| regulatory T cell | 0.83 | 5.05 | 0.60 | 0.63 | 0.29 | 0.77 | 126.00 |\n| epithelial cell | 0.71 | 4.65 | 0.59 | 0.71 | 0.36 | 0.71 | 106.00 |\n| naive thymus-derived CD8-positive, alpha-beta T cell | 0.80 | 5.71 | 0.55 | 0.54 | 0.29 | 0.75 | 88.00 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 0.71 | 5.43 | 0.55 | 0.55 | 0.30 | 0.72 | 71.00 |\n| melanocyte | 0.69 | 6.64 | 0.49 | 0.53 | 0.39 | 0.73 | 64.00 |\n| CD4-positive helper T cell | 0.77 | 5.76 | 0.52 | 0.52 | 0.32 | 0.74 | 59.00 |\n| Langerhans cell | 0.73 | 6.23 | 0.52 | 0.54 | 0.38 | 0.76 | 36.00 |\n| plasma cell | 0.51 | 7.20 | 0.43 | 0.40 | 0.36 | 0.75 | 24.00 |\n| CD141-positive myeloid dendritic cell | 0.67 | 6.38 | 0.54 | 0.54 | 0.27 | 0.75 | 17.00 |\n| smooth muscle cell | 0.55 | 6.17 | 0.50 | 0.48 | 0.38 | 0.69 | 13.00 |" | |
| } |