metrics.json

{
    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.03  | 1.03           |\n| Pearson Correlation | 0.04  | 0.30  |\n| Spearman Correlation | 0.02 | 0.29  |\n| R\u00b2 (R-Squared) | -26.25  | -33.18      |",
    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 1.07   |\n| Pearson Correlation | 0.15  |\n| Spearman Correlation | 0.18 |\n| R\u00b2 (R-Squared) | -2.81  |",
    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| 0 | 1.00 | 0.87 | 0.04 | 0.06 | 0.50 | 0.33 | 51.00 |\n| 1 | 1.00 | 0.80 | 0.18 | 0.11 | 0.41 | 0.17 | 49.00 |\n| 2 | 1.00 | 0.90 | 0.03 | 0.09 | 0.64 | 0.39 | 42.00 |\n| 3 | 1.00 | 1.00 | -0.16 | -0.13 | 0.41 | 0.32 | 41.00 |\n| 4 | 1.00 | 0.90 | 0.11 | 0.08 | 0.41 | 0.22 | 41.00 |\n| 5 | 1.00 | 0.92 | 0.05 | 0.08 | 0.47 | 0.33 | 40.00 |\n| 6 | 1.00 | 0.94 | 0.02 | 0.01 | 0.49 | 0.34 | 36.00 |\n| 7 | 1.00 | 1.01 | -0.07 | -0.05 | 0.49 | 0.21 | 36.00 |\n| 8 | 1.00 | 1.13 | 0.01 | 0.02 | 0.49 | 0.13 | 25.00 |\n| 9 | 1.00 | 1.18 | 0.16 | 0.09 | 0.42 | 0.25 | 22.00 |\n| 10 | 1.00 | 1.31 | -0.01 | 0.02 | 0.54 | 0.27 | 17.00 |"
}