| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 2.21 | 2.22 |\n| Pearson Correlation | 0.88 | 0.88 |\n| Spearman Correlation | 0.86 | 0.86 |\n| R\u00b2 (R-Squared) | 0.73 | 0.72 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 17.15 |\n| Pearson Correlation | 0.70 |\n| Spearman Correlation | 0.76 |\n| R\u00b2 (R-Squared) | -0.62 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| luminal cell of prostate epithelium | 0.95 | 0.33 | 0.89 | 0.98 | 0.09 | 0.04 | 10652.00 |\n| basal cell of prostate epithelium | 0.89 | 0.41 | 0.83 | 0.97 | 0.84 | 0.66 | 3495.00 |\n| CD8-positive, alpha-beta T cell | 0.91 | 1.00 | 0.69 | 0.93 | 0.05 | 0.02 | 2516.00 |\n| endothelial cell | 0.89 | 1.10 | 0.70 | 0.94 | 0.71 | 0.68 | 1205.00 |\n| macrophage | 0.87 | 0.84 | 0.74 | 0.95 | 0.49 | 0.45 | 1022.00 |\n| fibroblast | 0.83 | 1.62 | 0.65 | 0.92 | 0.30 | 0.27 | 519.00 |\n| mature NK T cell | 0.84 | 3.77 | 0.56 | 0.78 | 0.24 | 0.14 | 487.00 |\n| smooth muscle cell | 0.87 | 2.07 | 0.56 | 0.84 | 0.48 | 0.43 | 477.00 |\n| neutrophil | 0.88 | 4.29 | 0.64 | 0.74 | 0.11 | 0.02 | 261.00 |\n| erythrocyte | 0.56 | 5.71 | 0.48 | 0.39 | 0.23 | 0.02 | 139.00 |\n| CD4-positive, alpha-beta T cell | 0.82 | 5.37 | 0.53 | 0.65 | 0.19 | 0.02 | 116.00 |\n| B cell | 0.80 | 4.76 | 0.62 | 0.75 | 0.15 | 0.02 | 101.00 |\n| mast cell | 0.57 | 6.93 | 0.48 | 0.49 | 0.40 | 0.03 | 26.00 |\n| T cell | 0.24 | 11.07 | 0.30 | 0.27 | 0.35 | 0.02 | 14.00 |" | |
| } |