| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 0.99 | 1.03 |\n| Pearson Correlation | -0.07 | -0.20 |\n| Spearman Correlation | -0.07 | -0.03 |\n| R\u00b2 (R-Squared) | -14.43 | -12.71 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 1.07 |\n| Pearson Correlation | -0.12 |\n| Spearman Correlation | -0.00 |\n| R\u00b2 (R-Squared) | -2.15 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| 0 | 0.00 | 0.90 | 0.06 | 0.05 | 0.47 | 0.34 | 50.00 |\n| 1 | 0.00 | 0.94 | -0.10 | -0.10 | 0.34 | 0.16 | 48.00 |\n| 2 | 0.10 | 0.94 | -0.02 | -0.03 | 0.53 | 0.37 | 41.00 |\n| 3 | 0.20 | 0.82 | 0.17 | 0.15 | 0.56 | 0.36 | 39.00 |\n| 4 | 0.00 | 0.99 | 0.03 | -0.02 | 0.34 | 0.16 | 37.00 |\n| 5 | 0.40 | 0.95 | 0.07 | 0.04 | 0.64 | 0.36 | 37.00 |\n| 6 | 0.20 | 1.04 | -0.14 | -0.15 | 0.48 | 0.23 | 32.00 |\n| 7 | 0.30 | 1.01 | 0.14 | 0.13 | 0.52 | 0.19 | 31.00 |\n| 8 | 0.10 | 0.99 | 0.04 | 0.07 | 0.54 | 0.23 | 28.00 |\n| 9 | 0.10 | 1.09 | 0.05 | 0.04 | 0.45 | 0.28 | 26.00 |\n| 10 | 0.10 | 1.21 | 0.09 | 0.10 | 0.54 | 0.24 | 19.00 |\n| 11 | 0.00 | 1.97 | -0.01 | -0.08 | 0.53 | 0.32 | 12.00 |" | |
| } |