| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.57 | 1.60 |\n| Pearson Correlation | 0.87 | 0.87 |\n| Spearman Correlation | 0.71 | 0.69 |\n| R\u00b2 (R-Squared) | 0.69 | 0.71 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 4.64 |\n| Pearson Correlation | 0.85 |\n| Spearman Correlation | 0.95 |\n| R\u00b2 (R-Squared) | -0.11 |", | |
| "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 | 0.87 | 2.35 | 0.23 | 0.62 | 0.23 | 0.86 | 5257.00 |\n| CD8-positive, alpha-beta T cell | 0.86 | 3.94 | 0.26 | 0.52 | 0.29 | 0.78 | 2231.00 |\n| enterocyte of epithelium of small intestine | 0.86 | 4.00 | 0.27 | 0.67 | 0.49 | 0.89 | 1100.00 |\n| B cell | 0.89 | 6.70 | 0.32 | 0.32 | 0.41 | 0.80 | 441.00 |\n| plasma cell | 0.80 | 7.23 | 0.17 | 0.25 | 0.37 | 0.88 | 303.00 |\n| small intestine goblet cell | 0.79 | 6.64 | 0.21 | 0.47 | 0.50 | 0.85 | 300.00 |\n| paneth cell of epithelium of small intestine | 0.72 | 7.47 | 0.33 | 0.46 | 0.49 | 0.85 | 177.00 |\n| intestinal tuft cell | 0.76 | 8.71 | 0.25 | 0.21 | 0.45 | 0.80 | 146.00 |\n| transit amplifying cell of small intestine | 0.76 | 6.94 | 0.36 | 0.43 | 0.46 | 0.82 | 127.00 |\n| fibroblast | 0.65 | 7.80 | 0.24 | 0.51 | 0.59 | 0.89 | 88.00 |\n| intestinal crypt stem cell of small intestine | 0.72 | 6.68 | 0.43 | 0.59 | 0.57 | 0.88 | 71.00 |\n| mast cell | 0.35 | 8.86 | 0.29 | 0.16 | 0.42 | 0.82 | 65.00 |\n| neutrophil | 0.58 | 10.30 | 0.21 | 0.17 | 0.46 | 0.80 | 64.00 |\n| monocyte | 0.61 | 10.32 | 0.26 | 0.30 | 0.49 | 0.85 | 61.00 |\n| gut endothelial cell | 0.27 | 10.56 | 0.26 | 0.20 | 0.44 | 0.78 | 15.00 |\n| intestinal enteroendocrine cell | 0.21 | 8.49 | 0.34 | 0.25 | 0.34 | 0.66 | 12.00 |" | |
| } |