| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 2.11 | 2.17 |\n| Pearson Correlation | 0.50 | 0.52 |\n| Spearman Correlation | 0.43 | 0.35 |\n| R\u00b2 (R-Squared) | -0.23 | -0.67 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 8.50 |\n| Pearson Correlation | 0.55 |\n| Spearman Correlation | 0.56 |\n| R\u00b2 (R-Squared) | -1.08 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| macrophage | 0.92 | 1.25 | 0.59 | 0.94 | 0.25 | 0.75 | 1379.00 |\n| monocyte | 0.81 | 1.96 | 0.60 | 0.85 | 0.23 | 0.68 | 605.00 |\n| endothelial cell of hepatic sinusoid | 0.76 | 1.92 | 0.62 | 0.89 | 0.54 | 0.82 | 341.00 |\n| mature NK T cell | 0.81 | 2.87 | 0.63 | 0.87 | 0.47 | 0.83 | 231.00 |\n| neutrophil | 0.44 | 4.43 | 0.42 | 0.74 | 0.17 | 0.51 | 81.00 |\n| fibroblast | 0.64 | 2.64 | 0.68 | 0.84 | 0.53 | 0.76 | 70.00 |\n| hepatocyte | 0.72 | 4.07 | 0.63 | 0.83 | 0.40 | 0.82 | 67.00 |\n| liver dendritic cell | 0.56 | 5.45 | 0.51 | 0.46 | 0.35 | 0.47 | 34.00 |\n| T cell | 0.45 | 8.64 | 0.36 | 0.47 | 0.32 | 0.48 | 20.00 |\n| plasma cell | 0.51 | 6.32 | 0.53 | 0.49 | 0.33 | 0.55 | 19.00 |\n| intrahepatic cholangiocyte | 0.52 | 4.78 | 0.66 | 0.76 | 0.39 | 0.57 | 11.00 |\n| erythrocyte | 0.27 | 8.36 | 0.34 | 0.28 | 0.23 | 0.80 | 2.00 |" | |
| } |