| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 0.97 | 1.02 |\n| Pearson Correlation | 0.81 | 0.79 |\n| Spearman Correlation | 0.82 | 0.80 |\n| R\u00b2 (R-Squared) | 0.58 | 0.57 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 13.47 |\n| Pearson Correlation | 0.73 |\n| Spearman Correlation | 0.76 |\n| R\u00b2 (R-Squared) | -0.68 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| cardiac muscle cell | 0.96 | 0.50 | 0.81 | 0.98 | 0.41 | 0.93 | 7205.00 |\n| cardiac endothelial cell | 0.98 | 1.17 | 0.65 | 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 | 0.88 | 2.87 | 0.69 | 0.84 | 0.26 | 0.79 | 250.00 |\n| smooth muscle cell | 0.88 | 3.52 | 0.63 | 0.76 | 0.24 | 0.81 | 222.00 |\n| macrophage | 0.70 | 4.49 | 0.55 | 0.64 | 0.33 | 0.70 | 74.00 |" | |
| } |