| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 0.96 | 1.06 |\n| Pearson Correlation | 0.80 | 0.77 |\n| Spearman Correlation | 0.82 | 0.79 |\n| R\u00b2 (R-Squared) | 0.56 | 0.48 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 14.71 |\n| Pearson Correlation | 0.70 |\n| Spearman Correlation | 0.72 |\n| R\u00b2 (R-Squared) | -1.29 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| cardiac muscle cell | 0.95 | 0.48 | 0.81 | 0.98 | 0.41 | 0.93 | 7205.00 |\n| cardiac endothelial cell | 0.98 | 1.11 | 0.67 | 0.94 | 0.31 | 0.90 | 2665.00 |\n| hepatocyte | 0.88 | 0.74 | 0.68 | 0.96 | 0.64 | 0.94 | 1089.00 |\n| fibroblast of cardiac tissue | 0.89 | 3.17 | 0.64 | 0.82 | 0.27 | 0.80 | 250.00 |\n| smooth muscle cell | 0.89 | 3.27 | 0.66 | 0.74 | 0.24 | 0.81 | 222.00 |\n| macrophage | 0.72 | 4.77 | 0.53 | 0.61 | 0.35 | 0.71 | 74.00 |" | |
| } |