| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 5.86 | 5.76 |\n| Pearson Correlation | 0.15 | 0.16 |\n| Spearman Correlation | 0.42 | 0.43 |\n| R\u00b2 (R-Squared) | -1.15 | -1.12 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 4.21 |\n| Pearson Correlation | 0.83 |\n| Spearman Correlation | 0.97 |\n| R\u00b2 (R-Squared) | 0.38 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| CD4-positive helper T cell | 0.92 | 3.45 | 0.67 | 0.81 | 0.16 | 0.88 | 3356.00 |\n| fibroblast | 0.93 | 1.48 | 0.74 | 0.95 | 0.45 | 0.92 | 3251.00 |\n| innate lymphoid cell | 0.85 | 2.47 | 0.58 | 0.75 | 0.22 | 0.83 | 2594.00 |\n| B cell | 0.82 | 3.18 | 0.53 | 0.66 | 0.22 | 0.85 | 1919.00 |\n| DN3 thymocyte | 0.85 | 3.56 | 0.63 | 0.76 | 0.18 | 0.82 | 1788.00 |\n| plasma cell | 0.80 | 2.53 | 0.62 | 0.84 | 0.30 | 0.95 | 1465.00 |\n| vein endothelial cell | 0.95 | 2.05 | 0.74 | 0.87 | 0.36 | 0.87 | 1442.00 |\n| vascular associated smooth muscle cell | 0.90 | 2.31 | 0.70 | 0.87 | 0.38 | 0.89 | 1439.00 |\n| DN1 thymic pro-T cell | 0.90 | 4.04 | 0.62 | 0.72 | 0.24 | 0.84 | 985.00 |\n| naive regulatory T cell | 0.89 | 4.09 | 0.68 | 0.75 | 0.22 | 0.84 | 761.00 |\n| CD8-positive, alpha-beta cytotoxic T cell | 0.94 | 4.09 | 0.68 | 0.74 | 0.22 | 0.85 | 501.00 |\n| T follicular helper cell | 0.84 | 4.57 | 0.63 | 0.68 | 0.24 | 0.82 | 398.00 |\n| capillary endothelial cell | 0.89 | 3.59 | 0.66 | 0.74 | 0.37 | 0.82 | 383.00 |\n| endothelial cell of artery | 0.92 | 3.59 | 0.66 | 0.76 | 0.38 | 0.84 | 355.00 |\n| macrophage | 0.88 | 3.28 | 0.66 | 0.75 | 0.37 | 0.84 | 303.00 |\n| endothelial cell of lymphatic vessel | 0.93 | 3.75 | 0.66 | 0.77 | 0.43 | 0.85 | 256.00 |\n| medullary thymic epithelial cell | 0.78 | 3.32 | 0.70 | 0.84 | 0.50 | 0.90 | 140.00 |\n| monocyte | 0.86 | 4.82 | 0.61 | 0.61 | 0.38 | 0.81 | 88.00 |\n| mature NK T cell | 0.78 | 5.80 | 0.51 | 0.46 | 0.36 | 0.69 | 80.00 |\n| erythrocyte | 0.70 | 6.54 | 0.41 | 0.35 | 0.34 | 0.89 | 39.00 |\n| DN4 thymocyte | 0.72 | 5.70 | 0.56 | 0.58 | 0.43 | 0.78 | 32.00 |" | |
| } |