| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.77 | 1.80 |\n| Pearson Correlation | 0.87 | 0.88 |\n| Spearman Correlation | 0.79 | 0.77 |\n| R\u00b2 (R-Squared) | 0.52 | 0.51 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 16.06 |\n| Pearson Correlation | 0.73 |\n| Spearman Correlation | 0.77 |\n| R\u00b2 (R-Squared) | 0.08 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 0.97 | 1.03 | 0.77 | 0.96 | 0.34 | 0.90 | 5557.00 |\n| macrophage | 0.94 | 1.05 | 0.73 | 0.95 | 0.30 | 0.88 | 5338.00 |\n| bladder urothelial cell | 0.93 | 0.89 | 0.80 | 0.97 | 0.42 | 0.91 | 4151.00 |\n| T cell | 0.95 | 1.86 | 0.74 | 0.90 | 0.24 | 0.86 | 2916.00 |\n| myofibroblast cell | 0.93 | 1.88 | 0.66 | 0.88 | 0.34 | 0.84 | 2078.00 |\n| plasma cell | 0.88 | 1.87 | 0.72 | 0.89 | 0.14 | 0.86 | 1141.00 |\n| mast cell | 0.93 | 2.78 | 0.61 | 0.82 | 0.21 | 0.79 | 1029.00 |\n| pericyte | 0.93 | 2.05 | 0.74 | 0.88 | 0.27 | 0.78 | 875.00 |\n| mature NK T cell | 0.86 | 3.00 | 0.67 | 0.82 | 0.42 | 0.87 | 508.00 |\n| smooth muscle cell | 0.94 | 2.88 | 0.72 | 0.81 | 0.28 | 0.82 | 290.00 |\n| vein endothelial cell | 0.79 | 3.02 | 0.70 | 0.86 | 0.36 | 0.79 | 278.00 |\n| B cell | 0.87 | 3.88 | 0.58 | 0.70 | 0.34 | 0.75 | 253.00 |\n| capillary endothelial cell | 0.72 | 3.22 | 0.71 | 0.76 | 0.38 | 0.75 | 77.00 |\n| endothelial cell of lymphatic vessel | 0.75 | 4.50 | 0.66 | 0.73 | 0.28 | 0.70 | 74.00 |\n| plasmacytoid dendritic cell | 0.62 | 5.99 | 0.53 | 0.47 | 0.32 | 0.73 | 18.00 |" | |
| } |