metrics.json

{
    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.89  | 1.96           |\n| Pearson Correlation | 0.90  | 0.89  |\n| Spearman Correlation | 0.88 | 0.87  |\n| R\u00b2 (R-Squared) | 0.77  | 0.75      |",
    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 16.72   |\n| Pearson Correlation | 0.69  |\n| Spearman Correlation | 0.70 |\n| R\u00b2 (R-Squared) | -1.19  |",
    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| epithelial cell | 0.97 | 0.91 | 0.59 | 0.90 | 0.13 | 0.85 | 6637.00 |\n| basal cell of prostate epithelium | 0.95 | 0.74 | 0.68 | 0.94 | 0.48 | 0.89 | 3198.00 |\n| CD8-positive, alpha-beta T cell | 0.92 | 2.89 | 0.63 | 0.84 | 0.29 | 0.81 | 1081.00 |\n| endothelial cell | 0.83 | 2.93 | 0.65 | 0.85 | 0.47 | 0.85 | 471.00 |\n| mature NK T cell | 0.89 | 4.46 | 0.57 | 0.76 | 0.33 | 0.77 | 430.00 |\n| macrophage | 0.85 | 3.29 | 0.65 | 0.82 | 0.45 | 0.84 | 317.00 |\n| club cell | 0.76 | 2.34 | 0.62 | 0.80 | 0.52 | 0.80 | 290.00 |\n| smooth muscle cell | 0.86 | 2.93 | 0.68 | 0.83 | 0.49 | 0.83 | 285.00 |\n| fibroblast | 0.86 | 3.49 | 0.67 | 0.79 | 0.46 | 0.80 | 207.00 |\n| luminal cell of prostate epithelium | 0.66 | 4.13 | 0.62 | 0.73 | 0.48 | 0.76 | 60.00 |\n| erythroid progenitor cell | 0.46 | 5.04 | 0.42 | 0.40 | 0.42 | 0.95 | 52.00 |\n| monocyte | 0.68 | 5.67 | 0.68 | 0.81 | 0.21 | 0.64 | 33.00 |\n| stromal cell | 0.34 | 7.76 | 0.45 | 0.53 | 0.22 | 0.46 | 32.00 |"
}