| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.09 | 1.13 |\n| Pearson Correlation | 0.89 | 0.88 |\n| Spearman Correlation | 0.87 | 0.87 |\n| R\u00b2 (R-Squared) | 0.76 | 0.74 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 16.13 |\n| Pearson Correlation | 0.64 |\n| Spearman Correlation | 0.68 |\n| R\u00b2 (R-Squared) | -1.25 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| basal cell | 0.93 | 0.34 | 0.84 | 0.97 | 0.43 | 0.89 | 6281.00 |\n| keratinocyte | 0.89 | 0.79 | 0.76 | 0.97 | 0.23 | 0.90 | 3667.00 |\n| epithelial cell | 0.86 | 0.51 | 0.74 | 0.93 | 0.53 | 0.87 | 2114.00 |\n| leukocyte | 0.87 | 0.79 | 0.69 | 0.94 | 0.38 | 0.87 | 2109.00 |\n| fibroblast | 0.76 | 2.47 | 0.62 | 0.84 | 0.44 | 0.80 | 251.00 |\n| vein endothelial cell | 0.79 | 2.73 | 0.66 | 0.83 | 0.46 | 0.81 | 226.00 |\n| pericyte | 0.75 | 3.55 | 0.60 | 0.74 | 0.40 | 0.72 | 117.00 |\n| capillary endothelial cell | 0.82 | 3.74 | 0.65 | 0.75 | 0.44 | 0.74 | 101.00 |\n| tongue muscle cell | 0.74 | 5.32 | 0.56 | 0.58 | 0.38 | 0.70 | 60.00 |\n| endothelial cell of lymphatic vessel | 0.61 | 5.25 | 0.56 | 0.54 | 0.42 | 0.69 | 44.00 |\n| endothelial cell of artery | 0.65 | 4.73 | 0.63 | 0.66 | 0.41 | 0.71 | 40.00 |" | |
| } |