| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 2.37 | 2.39 |\n| Pearson Correlation | 0.42 | 0.41 |\n| Spearman Correlation | 0.34 | 0.34 |\n| R\u00b2 (R-Squared) | -0.48 | -0.44 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 8.92 |\n| Pearson Correlation | 0.54 |\n| Spearman Correlation | 0.53 |\n| R\u00b2 (R-Squared) | -1.34 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| macrophage | 0.88 | 1.36 | 0.51 | 0.91 | 0.26 | 0.76 | 1379.00 |\n| monocyte | 0.82 | 2.18 | 0.54 | 0.83 | 0.25 | 0.68 | 605.00 |\n| endothelial cell of hepatic sinusoid | 0.74 | 1.99 | 0.60 | 0.87 | 0.55 | 0.82 | 341.00 |\n| mature NK T cell | 0.79 | 3.10 | 0.58 | 0.85 | 0.48 | 0.83 | 231.00 |\n| neutrophil | 0.34 | 4.66 | 0.38 | 0.64 | 0.22 | 0.52 | 81.00 |\n| fibroblast | 0.64 | 2.83 | 0.64 | 0.82 | 0.54 | 0.77 | 70.00 |\n| hepatocyte | 0.70 | 4.35 | 0.61 | 0.83 | 0.42 | 0.82 | 67.00 |\n| liver dendritic cell | 0.51 | 5.35 | 0.53 | 0.47 | 0.34 | 0.47 | 34.00 |\n| T cell | 0.39 | 8.52 | 0.37 | 0.46 | 0.32 | 0.49 | 20.00 |\n| plasma cell | 0.44 | 7.33 | 0.46 | 0.42 | 0.34 | 0.55 | 19.00 |\n| intrahepatic cholangiocyte | 0.52 | 5.26 | 0.61 | 0.74 | 0.40 | 0.58 | 11.00 |\n| erythrocyte | 0.13 | 9.78 | 0.29 | 0.22 | 0.26 | 0.82 | 2.00 |" | |
| } |