| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 2.40 | 2.39 |\n| Pearson Correlation | 0.73 | 0.75 |\n| Spearman Correlation | 0.69 | 0.72 |\n| R\u00b2 (R-Squared) | 0.26 | 0.33 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 15.81 |\n| Pearson Correlation | 0.63 |\n| Spearman Correlation | 0.66 |\n| R\u00b2 (R-Squared) | -1.49 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| luminal epithelial cell of mammary gland | 0.92 | 0.68 | 0.73 | 0.97 | 0.47 | 0.91 | 5378.00 |\n| T cell | 0.93 | 2.03 | 0.59 | 0.83 | 0.19 | 0.83 | 2324.00 |\n| fibroblast of breast | 0.92 | 1.27 | 0.70 | 0.93 | 0.44 | 0.89 | 2066.00 |\n| basal cell | 0.92 | 2.77 | 0.65 | 0.79 | 0.32 | 0.72 | 476.00 |\n| vein endothelial cell | 0.84 | 3.28 | 0.65 | 0.79 | 0.40 | 0.79 | 263.00 |\n| macrophage | 0.76 | 3.33 | 0.65 | 0.77 | 0.34 | 0.79 | 219.00 |\n| plasma cell | 0.78 | 3.16 | 0.65 | 0.74 | 0.19 | 0.86 | 194.00 |\n| endothelial cell of artery | 0.87 | 4.10 | 0.61 | 0.72 | 0.41 | 0.76 | 168.00 |\n| pericyte | 0.86 | 4.48 | 0.61 | 0.63 | 0.37 | 0.70 | 106.00 |\n| vascular associated smooth muscle cell | 0.74 | 4.80 | 0.60 | 0.60 | 0.38 | 0.71 | 71.00 |\n| B cell | 0.60 | 7.32 | 0.42 | 0.38 | 0.36 | 0.73 | 43.00 |\n| endothelial cell of lymphatic vessel | 0.59 | 6.04 | 0.53 | 0.48 | 0.40 | 0.70 | 32.00 |\n| mature NK T cell | 0.51 | 5.99 | 0.45 | 0.43 | 0.32 | 0.78 | 19.00 |\n| mast cell | 0.28 | 6.84 | 0.38 | 0.31 | 0.41 | 0.76 | 16.00 |" | |
| } |