metrics.json

{
    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 0.96  | 1.07           |\n| Pearson Correlation | 0.81  | 0.77  |\n| Spearman Correlation | 0.82 | 0.79  |\n| R\u00b2 (R-Squared) | 0.58  | 0.46      |",
    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 14.52   |\n| Pearson Correlation | 0.70  |\n| Spearman Correlation | 0.73 |\n| R\u00b2 (R-Squared) | -1.17  |",
    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| cardiac muscle cell | 0.96 | 0.48 | 0.80 | 0.98 | 0.40 | 0.93 | 7205.00 |\n| cardiac endothelial cell | 0.98 | 1.16 | 0.62 | 0.93 | 0.31 | 0.90 | 2665.00 |\n| hepatocyte | 0.88 | 0.74 | 0.69 | 0.97 | 0.64 | 0.94 | 1089.00 |\n| fibroblast of cardiac tissue | 0.89 | 2.83 | 0.70 | 0.83 | 0.26 | 0.79 | 250.00 |\n| smooth muscle cell | 0.90 | 3.32 | 0.65 | 0.73 | 0.25 | 0.81 | 222.00 |\n| macrophage | 0.71 | 4.85 | 0.52 | 0.60 | 0.35 | 0.71 | 74.00 |"
}