{ "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.26 | 1.28 |\n| Pearson Correlation | 0.90 | 0.90 |\n| Spearman Correlation | 0.92 | 0.91 |\n| R\u00b2 (R-Squared) | 0.74 | 0.75 |", "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 19.55 |\n| Pearson Correlation | 0.70 |\n| Spearman Correlation | 0.76 |\n| R\u00b2 (R-Squared) | 0.21 |", "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| enterocyte of epithelium proper of duodenum | 0.96 | 0.33 | 0.86 | 0.98 | 0.03 | 0.02 | 13495.00 |\n| enterocyte of epithelium proper of ileum | 0.93 | 0.45 | 0.82 | 0.97 | 0.33 | 0.12 | 6477.00 |\n| CD4-positive, alpha-beta T cell | 0.95 | 1.02 | 0.73 | 0.94 | 0.04 | 0.02 | 5155.00 |\n| CD8-positive, alpha-beta T cell | 0.96 | 0.97 | 0.69 | 0.94 | 0.31 | 0.11 | 3472.00 |\n| small intestine goblet cell | 0.94 | 0.69 | 0.77 | 0.94 | 0.28 | 0.25 | 2044.00 |\n| paneth cell of epithelium of small intestine | 0.90 | 0.68 | 0.73 | 0.94 | 0.25 | 0.24 | 1853.00 |\n| enterocyte of epithelium proper of small intestine | 0.71 | 0.69 | 0.75 | 0.88 | 0.01 | 0.03 | 1415.00 |\n| activated CD8-positive, alpha-beta T cell | 0.95 | 2.01 | 0.60 | 0.86 | 0.48 | 0.47 | 1147.00 |\n| BEST4+ enterocyte | 0.90 | 1.33 | 0.65 | 0.84 | 0.15 | 0.13 | 880.00 |\n| plasma cell | 0.87 | 1.40 | 0.69 | 0.87 | 0.04 | 0.04 | 822.00 |\n| B cell | 0.88 | 2.38 | 0.63 | 0.87 | 0.10 | 0.07 | 773.00 |\n| intestinal crypt stem cell of small intestine | 0.87 | 1.50 | 0.64 | 0.88 | 0.05 | 0.05 | 587.00 |\n| activated CD4-positive, alpha-beta T cell | 0.91 | 2.66 | 0.56 | 0.80 | 0.21 | 0.20 | 570.00 |\n| fibroblast | 0.68 | 1.81 | 0.70 | 0.91 | 0.31 | 0.21 | 493.00 |\n| intestinal tuft cell | 0.90 | 2.30 | 0.61 | 0.80 | 0.44 | 0.34 | 448.00 |\n| enterocyte of epithelium proper of jejunum | 0.81 | 3.10 | 0.66 | 0.80 | 0.02 | 0.02 | 405.00 |\n| macrophage | 0.70 | 2.25 | 0.63 | 0.87 | 0.11 | 0.06 | 366.00 |\n| enteroendocrine cell of small intestine | 0.73 | 1.67 | 0.68 | 0.86 | 0.28 | 0.14 | 264.00 |\n| mast cell | 0.80 | 4.23 | 0.56 | 0.68 | 0.22 | 0.02 | 250.00 |\n| natural killer cell | 0.81 | 4.16 | 0.55 | 0.62 | 0.29 | 0.02 | 161.00 |\n| enteroglial cell | 0.66 | 3.94 | 0.58 | 0.76 | 0.21 | 0.02 | 142.00 |\n| endothelial cell of arteriole | 0.69 | 3.20 | 0.63 | 0.79 | 0.15 | 0.02 | 132.00 |\n| gamma-delta T cell | 0.86 | 4.58 | 0.58 | 0.67 | 0.30 | 0.02 | 121.00 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 0.84 | 4.98 | 0.57 | 0.60 | 0.29 | 0.02 | 115.00 |\n| monocyte | 0.62 | 4.87 | 0.57 | 0.66 | 0.28 | 0.02 | 78.00 |\n| neutrophil | 0.74 | 5.42 | 0.54 | 0.58 | 0.28 | 0.02 | 77.00 |\n| endothelial cell of lymphatic vessel | 0.69 | 4.59 | 0.60 | 0.69 | 0.22 | 0.02 | 73.00 |\n| endothelial cell of venule | 0.59 | 4.82 | 0.60 | 0.68 | 0.20 | 0.02 | 52.00 |\n| myofibroblast cell | 0.53 | 5.12 | 0.56 | 0.65 | 0.21 | 0.02 | 51.00 |\n| transit amplifying cell of small intestine | 0.59 | 5.43 | 0.53 | 0.51 | 0.26 | 0.02 | 34.00 |\n| innate lymphoid cell | 0.69 | 5.68 | 0.55 | 0.51 | 0.31 | 0.02 | 34.00 |\n| pericyte | 0.47 | 6.66 | 0.53 | 0.53 | 0.31 | 0.02 | 24.00 |\n| regulatory T cell | 0.76 | 5.72 | 0.51 | 0.46 | 0.31 | 0.02 | 15.00 |\n| myeloid dendritic cell | 0.46 | 5.68 | 0.56 | 0.52 | 0.28 | 0.02 | 11.00 |" }