{ "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.59 | 1.67 |\n| Pearson Correlation | 0.95 | 0.94 |\n| Spearman Correlation | 0.87 | 0.87 |\n| R\u00b2 (R-Squared) | 0.83 | 0.80 |", "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 28.83 |\n| Pearson Correlation | 0.74 |\n| Spearman Correlation | 0.78 |\n| R\u00b2 (R-Squared) | -0.25 |", "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 0.91 | 0.77 | 0.81 | 0.96 | 0.29 | 0.10 | 6545.00 |\n| CD4-positive, alpha-beta T cell | 0.91 | 1.58 | 0.67 | 0.94 | 0.05 | 0.02 | 5784.00 |\n| mononuclear phagocyte | 0.94 | 0.68 | 0.84 | 0.98 | 0.05 | 0.02 | 5336.00 |\n| plasma cell | 0.94 | 0.80 | 0.78 | 0.93 | 0.15 | 0.02 | 4183.00 |\n| B cell | 0.92 | 1.76 | 0.65 | 0.92 | 0.04 | 0.02 | 2181.00 |\n| epithelial cell | 0.95 | 1.23 | 0.76 | 0.94 | 0.39 | 0.18 | 1601.00 |\n| CD8-positive, alpha-beta T cell | 0.90 | 1.97 | 0.64 | 0.87 | 0.07 | 0.03 | 1586.00 |\n| macrophage | 0.89 | 1.65 | 0.64 | 0.85 | 0.09 | 0.10 | 1063.00 |\n| monocyte | 0.93 | 1.83 | 0.68 | 0.86 | 0.51 | 0.50 | 1054.00 |\n| mast cell | 0.88 | 1.94 | 0.65 | 0.88 | 0.20 | 0.19 | 968.00 |\n| neutrophil | 0.97 | 2.61 | 0.70 | 0.80 | 0.13 | 0.10 | 928.00 |\n| tissue-resident macrophage | 0.84 | 1.88 | 0.70 | 0.89 | 0.60 | 0.57 | 647.00 |\n| endothelial cell of lymphatic vessel | 0.88 | 2.00 | 0.74 | 0.89 | 0.24 | 0.18 | 550.00 |\n| regulatory T cell | 0.77 | 4.64 | 0.64 | 0.74 | 0.12 | 0.02 | 229.00 |\n| natural killer cell | 0.78 | 5.16 | 0.59 | 0.64 | 0.22 | 0.02 | 123.00 |\n| mature NK T cell | 0.78 | 5.00 | 0.59 | 0.63 | 0.26 | 0.02 | 87.00 |\n| T cell | 0.79 | 5.91 | 0.50 | 0.56 | 0.26 | 0.02 | 76.00 |\n| interstitial cell of Cajal | 0.80 | 5.12 | 0.59 | 0.60 | 0.28 | 0.02 | 71.00 |\n| smooth muscle cell | 0.65 | 4.86 | 0.63 | 0.62 | 0.23 | 0.02 | 27.00 |\n| enteroendocrine cell | 0.57 | 5.73 | 0.57 | 0.60 | 0.26 | 0.02 | 25.00 |" }