{ "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.70 | 1.72 |\n| Pearson Correlation | 0.80 | 0.80 |\n| Spearman Correlation | 0.67 | 0.67 |\n| R\u00b2 (R-Squared) | 0.50 | 0.49 |", "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 11.59 |\n| Pearson Correlation | 0.81 |\n| Spearman Correlation | 0.87 |\n| R\u00b2 (R-Squared) | 0.02 |", "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 0.97 | 0.77 | 0.76 | 0.97 | 0.38 | 0.87 | 5867.00 |\n| macrophage | 0.96 | 0.98 | 0.78 | 0.97 | 0.39 | 0.90 | 3301.00 |\n| smooth muscle cell | 0.95 | 1.40 | 0.70 | 0.93 | 0.25 | 0.85 | 3075.00 |\n| endothelial cell | 0.90 | 2.12 | 0.67 | 0.91 | 0.34 | 0.83 | 1564.00 |\n| pericyte | 0.93 | 1.76 | 0.72 | 0.89 | 0.29 | 0.79 | 1193.00 |\n| T cell | 0.92 | 3.24 | 0.66 | 0.76 | 0.28 | 0.79 | 476.00 |\n| endothelial cell of artery | 0.86 | 3.30 | 0.70 | 0.77 | 0.39 | 0.79 | 138.00 |\n| mature NK T cell | 0.88 | 4.83 | 0.61 | 0.66 | 0.27 | 0.74 | 121.00 |\n| mast cell | 0.88 | 4.92 | 0.61 | 0.65 | 0.26 | 0.75 | 105.00 |\n| erythrocyte | 0.61 | 5.55 | 0.46 | 0.39 | 0.21 | 0.89 | 64.00 |\n| endothelial cell of lymphatic vessel | 0.75 | 4.30 | 0.66 | 0.64 | 0.34 | 0.75 | 44.00 |\n| plasma cell | 0.75 | 4.57 | 0.64 | 0.64 | 0.24 | 0.78 | 42.00 |\n| epithelial cell | 0.73 | 4.29 | 0.67 | 0.66 | 0.31 | 0.76 | 26.00 |\n| B cell | 0.58 | 6.37 | 0.48 | 0.43 | 0.34 | 0.74 | 21.00 |" }