| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 0.62 | 0.62 |\n| Pearson Correlation | -0.01 | 0.05 |\n| Spearman Correlation | 0.01 | 0.06 |\n| R\u00b2 (R-Squared) | -17.08 | -22.65 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 0.70 |\n| Pearson Correlation | -0.05 |\n| Spearman Correlation | 0.04 |\n| R\u00b2 (R-Squared) | -1.39 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| 0 | 0.00 | 0.82 | -0.19 | -0.19 | 0.55 | 0.29 | 70.00 |\n| 1 | 0.00 | 0.84 | -0.06 | -0.04 | 0.55 | 0.31 | 61.00 |\n| 2 | 0.00 | 0.91 | -0.06 | -0.14 | 0.41 | 0.18 | 60.00 |\n| 3 | 0.10 | 0.94 | -0.09 | -0.10 | 0.49 | 0.28 | 46.00 |\n| 4 | 0.10 | 0.91 | -0.02 | -0.01 | 0.44 | 0.26 | 45.00 |\n| 5 | 0.10 | 0.83 | 0.18 | 0.14 | 0.49 | 0.40 | 41.00 |\n| 6 | 0.10 | 1.07 | -0.24 | -0.25 | 0.46 | 0.23 | 31.00 |\n| 7 | 0.10 | 1.10 | -0.03 | -0.07 | 0.19 | 0.02 | 24.00 |\n| 8 | 0.20 | 1.00 | 0.11 | 0.12 | 0.38 | 0.12 | 22.00 |" | |
| } |