| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.47 | 1.54 |\n| Pearson Correlation | 0.95 | 0.95 |\n| Spearman Correlation | 0.93 | 0.93 |\n| R\u00b2 (R-Squared) | 0.85 | 0.84 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 6.47 |\n| Pearson Correlation | 0.88 |\n| Spearman Correlation | 0.96 |\n| R\u00b2 (R-Squared) | 0.20 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| CD4-positive, alpha-beta T cell | 0.95 | 4.24 | 0.33 | 0.38 | 0.31 | 0.82 | 2872.00 |\n| enterocyte of epithelium of large intestine | 0.94 | 3.58 | 0.21 | 0.61 | 0.30 | 0.79 | 2764.00 |\n| CD8-positive, alpha-beta T cell | 0.90 | 5.14 | 0.35 | 0.43 | 0.31 | 0.82 | 2105.00 |\n| fibroblast | 0.87 | 5.83 | 0.25 | 0.53 | 0.57 | 0.90 | 852.00 |\n| paneth cell of colon | 0.92 | 6.19 | 0.27 | 0.44 | 0.38 | 0.84 | 831.00 |\n| monocyte | 0.90 | 7.92 | 0.27 | 0.36 | 0.50 | 0.89 | 543.00 |\n| B cell | 0.87 | 7.05 | 0.35 | 0.30 | 0.35 | 0.81 | 469.00 |\n| large intestine goblet cell | 0.84 | 6.79 | 0.31 | 0.37 | 0.40 | 0.78 | 385.00 |\n| plasma cell | 0.84 | 8.21 | 0.16 | 0.17 | 0.38 | 0.87 | 330.00 |\n| intestinal crypt stem cell of large intestine | 0.78 | 6.98 | 0.39 | 0.34 | 0.41 | 0.78 | 114.00 |\n| transit amplifying cell of colon | 0.53 | 6.11 | 0.45 | 0.38 | 0.37 | 0.73 | 52.00 |\n| mast cell | 0.41 | 7.90 | 0.33 | 0.21 | 0.40 | 0.79 | 38.00 |\n| gut endothelial cell | 0.39 | 9.43 | 0.31 | 0.20 | 0.40 | 0.75 | 31.00 |\n| neutrophil | 0.43 | 10.16 | 0.28 | 0.15 | 0.41 | 0.79 | 22.00 |\n| intestinal enteroendocrine cell | 0.33 | 7.03 | 0.39 | 0.36 | 0.37 | 0.73 | 19.00 |\n| intestinal tuft cell | 0.21 | 6.06 | 0.37 | 0.36 | 0.36 | 0.77 | 12.00 |" | |
| } |