{ "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 4.33 | 4.63 |\n| Pearson Correlation | -0.01 | -0.04 |\n| Spearman Correlation | 0.09 | 0.08 |\n| R\u00b2 (R-Squared) | -154.03 | -184.25 |", "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 18.05 |\n| Pearson Correlation | 0.14 |\n| Spearman Correlation | 0.14 |\n| R\u00b2 (R-Squared) | -15510.03 |", "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| macrophage | 0.08 | 2.47 | 0.02 | 0.05 | 0.48 | 0.80 | 1379.00 |\n| monocyte | 0.07 | 3.31 | 0.07 | 0.10 | 0.51 | 0.77 | 605.00 |\n| endothelial cell of hepatic sinusoid | 0.00 | 3.51 | -0.04 | -0.01 | 0.49 | 0.70 | 341.00 |\n| mature NK T cell | 0.03 | 5.02 | 0.03 | 0.01 | 0.50 | 0.76 | 231.00 |\n| neutrophil | 0.05 | 6.40 | 0.00 | 0.05 | 0.61 | 0.74 | 81.00 |\n| fibroblast | 0.02 | 5.19 | 0.01 | -0.00 | 0.51 | 0.65 | 70.00 |\n| hepatocyte | 0.09 | 7.69 | 0.03 | 0.02 | 0.50 | 0.80 | 67.00 |\n| liver dendritic cell | 0.09 | 8.67 | 0.05 | 0.04 | 0.49 | 0.52 | 34.00 |\n| T cell | 0.03 | 10.88 | -0.07 | -0.05 | 0.51 | 0.57 | 20.00 |\n| plasma cell | 0.04 | 11.87 | -0.00 | -0.02 | 0.49 | 0.62 | 19.00 |\n| intrahepatic cholangiocyte | 0.03 | 9.52 | -0.00 | 0.01 | 0.50 | 0.56 | 11.00 |\n| erythrocyte | 0.02 | 24.50 | -0.01 | -0.02 | 0.41 | 0.87 | 2.00 |" }