| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.37 | 1.40 |\n| Pearson Correlation | 0.86 | 0.86 |\n| Spearman Correlation | 0.79 | 0.79 |\n| R\u00b2 (R-Squared) | 0.59 | 0.60 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 22.95 |\n| Pearson Correlation | 0.74 |\n| Spearman Correlation | 0.76 |\n| R\u00b2 (R-Squared) | 0.27 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| bladder urothelial cell | 0.94 | 0.34 | 0.92 | 0.99 | 0.07 | 0.02 | 27241.00 |\n| fibroblast | 0.95 | 0.39 | 0.86 | 0.98 | 0.06 | 0.02 | 13766.00 |\n| monocyte | 0.87 | 0.56 | 0.76 | 0.96 | 0.05 | 0.02 | 4855.00 |\n| CD8-positive, alpha-beta T cell | 0.89 | 1.16 | 0.62 | 0.91 | 0.08 | 0.02 | 4432.00 |\n| macrophage | 0.92 | 0.89 | 0.69 | 0.94 | 0.04 | 0.02 | 3152.00 |\n| myofibroblast cell | 0.88 | 0.74 | 0.76 | 0.94 | 0.37 | 0.17 | 3136.00 |\n| CD4-positive, alpha-beta T cell | 0.90 | 1.35 | 0.65 | 0.91 | 0.04 | 0.02 | 2189.00 |\n| mast cell | 0.96 | 1.83 | 0.65 | 0.84 | 0.04 | 0.02 | 1568.00 |\n| plasma cell | 0.92 | 1.25 | 0.74 | 0.91 | 0.08 | 0.02 | 1205.00 |\n| pericyte | 0.88 | 1.40 | 0.71 | 0.88 | 0.14 | 0.07 | 1184.00 |\n| smooth muscle cell | 0.92 | 1.51 | 0.72 | 0.89 | 0.10 | 0.03 | 1053.00 |\n| T cell | 0.87 | 2.11 | 0.61 | 0.83 | 0.14 | 0.08 | 781.00 |\n| B cell | 0.87 | 2.77 | 0.52 | 0.78 | 0.12 | 0.04 | 484.00 |\n| vein endothelial cell | 0.76 | 1.98 | 0.67 | 0.85 | 0.11 | 0.03 | 438.00 |\n| neutrophil | 0.89 | 4.58 | 0.50 | 0.60 | 0.24 | 0.02 | 241.00 |\n| natural killer cell | 0.79 | 4.36 | 0.53 | 0.69 | 0.22 | 0.02 | 165.00 |\n| endothelial cell of lymphatic vessel | 0.74 | 4.12 | 0.55 | 0.66 | 0.20 | 0.02 | 127.00 |\n| capillary endothelial cell | 0.74 | 3.20 | 0.61 | 0.71 | 0.18 | 0.02 | 107.00 |\n| erythrocyte | 0.24 | 6.19 | 0.39 | 0.27 | 0.39 | 0.03 | 106.00 |\n| mature NK T cell | 0.69 | 5.02 | 0.57 | 0.60 | 0.32 | 0.02 | 95.00 |\n| endothelial cell | 0.51 | 4.22 | 0.61 | 0.71 | 0.20 | 0.02 | 37.00 |\n| regulatory T cell | 0.61 | 5.24 | 0.61 | 0.64 | 0.30 | 0.02 | 23.00 |" | |
| } |