| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 2.20 | 2.20 |\n| Pearson Correlation | 0.55 | 0.57 |\n| Spearman Correlation | 0.60 | 0.60 |\n| R\u00b2 (R-Squared) | -0.64 | -0.99 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 34.34 |\n| Pearson Correlation | 0.40 |\n| Spearman Correlation | 0.36 |\n| R\u00b2 (R-Squared) | -12.25 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 0.91 | 0.75 | 0.72 | 0.95 | 0.37 | 0.92 | 8459.00 |\n| endothelial cell | 0.77 | 0.93 | 0.64 | 0.90 | 0.44 | 0.92 | 3748.00 |\n| macrophage | 0.75 | 0.94 | 0.65 | 0.93 | 0.42 | 0.92 | 2807.00 |\n| T cell | 0.80 | 2.02 | 0.49 | 0.78 | 0.29 | 0.87 | 1715.00 |\n| mesenchymal stem cell | 0.87 | 1.54 | 0.52 | 0.89 | 0.44 | 0.90 | 1311.00 |\n| myofibroblast cell | 0.87 | 2.03 | 0.52 | 0.78 | 0.31 | 0.83 | 982.00 |\n| mature NK T cell | 0.87 | 3.23 | 0.42 | 0.66 | 0.31 | 0.81 | 572.00 |\n| neutrophil | 0.82 | 4.05 | 0.57 | 0.63 | 0.27 | 0.93 | 440.00 |\n| leukocyte | 0.34 | 6.30 | 0.33 | 0.44 | 0.25 | 0.76 | 160.00 |\n| plasma cell | 0.18 | 7.07 | 0.36 | 0.29 | 0.44 | 0.81 | 26.00 |\n| B cell | 0.13 | 7.94 | 0.28 | 0.27 | 0.44 | 0.81 | 23.00 |\n| smooth muscle cell | 0.60 | 6.03 | 0.53 | 0.48 | 0.36 | 0.67 | 16.00 |" | |
| } |