| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.68 | 1.79 |\n| Pearson Correlation | 0.75 | 0.72 |\n| Spearman Correlation | 0.74 | 0.72 |\n| R\u00b2 (R-Squared) | 0.30 | 0.19 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 19.82 |\n| Pearson Correlation | 0.69 |\n| Spearman Correlation | 0.74 |\n| R\u00b2 (R-Squared) | -0.52 |", | |
| "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 | 0.93 | 0.22 | 0.94 | 0.99 | 0.29 | 0.10 | 15432.00 |\n| fibroblast of breast | 0.95 | 0.35 | 0.85 | 0.97 | 0.14 | 0.03 | 5270.00 |\n| CD8-positive, alpha-beta T cell | 0.91 | 1.23 | 0.59 | 0.91 | 0.03 | 0.02 | 2653.00 |\n| basal cell | 0.90 | 0.68 | 0.68 | 0.93 | 0.38 | 0.38 | 1819.00 |\n| progenitor cell of mammary luminal epithelium | 0.88 | 0.68 | 0.61 | 0.91 | 0.90 | 0.85 | 1694.00 |\n| endothelial cell | 0.90 | 1.03 | 0.58 | 0.91 | 0.47 | 0.47 | 1534.00 |\n| macrophage | 0.87 | 1.33 | 0.61 | 0.89 | 0.44 | 0.40 | 685.00 |\n| CD4-positive, alpha-beta T cell | 0.91 | 2.49 | 0.56 | 0.80 | 0.15 | 0.12 | 681.00 |\n| vascular associated smooth muscle cell | 0.88 | 1.81 | 0.59 | 0.85 | 0.37 | 0.34 | 566.00 |\n| plasma cell | 0.80 | 2.06 | 0.64 | 0.80 | 0.09 | 0.02 | 293.00 |\n| T cell | 0.84 | 4.03 | 0.47 | 0.59 | 0.40 | 0.05 | 223.00 |\n| mast cell | 0.70 | 6.44 | 0.49 | 0.45 | 0.35 | 0.02 | 37.00 |\n| B cell | 0.49 | 7.59 | 0.44 | 0.41 | 0.30 | 0.02 | 15.00 |\n| mature NK T cell | 0.48 | 6.97 | 0.45 | 0.42 | 0.35 | 0.03 | 14.00 |\n| basophil | 0.51 | 6.45 | 0.43 | 0.37 | 0.34 | 0.03 | 12.00 |\n| natural killer cell | 0.38 | 7.13 | 0.37 | 0.37 | 0.40 | 0.03 | 6.00 |\n| regulatory T cell | 0.27 | 4.74 | 0.32 | 0.51 | 0.35 | 0.03 | 2.00 |" | |
| } |