| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 4.33 | 4.63 |\n| Pearson Correlation | 0.00 | -0.05 |\n| Spearman Correlation | 0.09 | 0.07 |\n| R\u00b2 (R-Squared) | -147.02 | -183.16 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 18.04 |\n| Pearson Correlation | 0.15 |\n| Spearman Correlation | 0.14 |\n| R\u00b2 (R-Squared) | -15651.21 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| macrophage | 0.06 | 2.48 | 0.01 | 0.04 | 0.50 | 0.80 | 1379.00 |\n| monocyte | 0.04 | 3.31 | 0.02 | 0.09 | 0.50 | 0.76 | 605.00 |\n| endothelial cell of hepatic sinusoid | 0.03 | 3.50 | 0.06 | 0.04 | 0.49 | 0.69 | 341.00 |\n| mature NK T cell | 0.08 | 5.02 | 0.00 | 0.01 | 0.52 | 0.78 | 231.00 |\n| neutrophil | 0.02 | 6.40 | -0.01 | 0.04 | 0.61 | 0.75 | 81.00 |\n| fibroblast | 0.02 | 5.19 | -0.04 | -0.04 | 0.49 | 0.63 | 70.00 |\n| hepatocyte | 0.16 | 7.69 | 0.01 | 0.01 | 0.52 | 0.81 | 67.00 |\n| liver dendritic cell | 0.08 | 8.56 | 0.10 | 0.03 | 0.48 | 0.51 | 34.00 |\n| T cell | 0.03 | 10.88 | -0.05 | -0.03 | 0.50 | 0.55 | 20.00 |\n| plasma cell | 0.03 | 11.84 | 0.02 | -0.02 | 0.48 | 0.63 | 19.00 |\n| intrahepatic cholangiocyte | 0.05 | 9.51 | -0.00 | 0.00 | 0.50 | 0.56 | 11.00 |\n| erythrocyte | 0.07 | 24.40 | 0.01 | -0.01 | 0.43 | 0.87 | 2.00 |" | |
| } |