| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.67 | 1.66 |\n| Pearson Correlation | 0.72 | 0.73 |\n| Spearman Correlation | 0.70 | 0.71 |\n| R\u00b2 (R-Squared) | 0.40 | 0.38 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 29.93 |\n| Pearson Correlation | 0.63 |\n| Spearman Correlation | 0.60 |\n| R\u00b2 (R-Squared) | -27.26 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| basal cell | 0.84 | 0.78 | 0.70 | 0.82 | 0.42 | 0.88 | 6281.00 |\n| keratinocyte | 0.86 | 1.64 | 0.50 | 0.87 | 0.28 | 0.91 | 3667.00 |\n| epithelial cell | 0.59 | 1.02 | 0.17 | 0.57 | 0.56 | 0.88 | 2114.00 |\n| leukocyte | 0.77 | 1.53 | 0.29 | 0.56 | 0.43 | 0.87 | 2109.00 |\n| fibroblast | 0.58 | 4.03 | 0.14 | 0.35 | 0.55 | 0.82 | 251.00 |\n| vein endothelial cell | 0.64 | 4.67 | 0.22 | 0.26 | 0.58 | 0.84 | 226.00 |\n| pericyte | 0.44 | 5.37 | 0.28 | 0.27 | 0.47 | 0.72 | 117.00 |\n| capillary endothelial cell | 0.65 | 6.21 | 0.29 | 0.29 | 0.52 | 0.77 | 101.00 |\n| tongue muscle cell | 0.37 | 7.61 | 0.32 | 0.19 | 0.44 | 0.70 | 60.00 |\n| endothelial cell of lymphatic vessel | 0.42 | 7.81 | 0.29 | 0.20 | 0.49 | 0.71 | 44.00 |\n| endothelial cell of artery | 0.47 | 7.59 | 0.33 | 0.24 | 0.51 | 0.75 | 40.00 |" | |
| } |