| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 2.57 | 2.65 |\n| Pearson Correlation | 0.70 | 0.68 |\n| Spearman Correlation | 0.71 | 0.68 |\n| R\u00b2 (R-Squared) | 0.26 | 0.22 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 9.73 |\n| Pearson Correlation | 0.54 |\n| Spearman Correlation | 0.57 |\n| R\u00b2 (R-Squared) | -2.45 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 0.92 | 1.25 | 0.66 | 0.93 | 0.33 | 0.88 | 1239.00 |\n| neutrophil | 0.95 | 3.54 | 0.55 | 0.69 | 0.14 | 0.89 | 758.00 |\n| macrophage | 0.85 | 2.17 | 0.56 | 0.87 | 0.31 | 0.85 | 528.00 |\n| CD8-positive, alpha-beta T cell | 0.93 | 3.34 | 0.61 | 0.79 | 0.25 | 0.79 | 464.00 |\n| B cell | 0.89 | 3.03 | 0.58 | 0.78 | 0.24 | 0.80 | 462.00 |\n| basal cell | 0.88 | 2.35 | 0.57 | 0.85 | 0.34 | 0.78 | 291.00 |\n| ciliated cell | 0.61 | 2.14 | 0.70 | 0.91 | 0.41 | 0.87 | 278.00 |\n| endothelial cell | 0.73 | 2.94 | 0.64 | 0.86 | 0.44 | 0.85 | 224.00 |\n| secretory cell | 0.78 | 2.50 | 0.58 | 0.82 | 0.38 | 0.78 | 179.00 |\n| plasma cell | 0.68 | 3.29 | 0.49 | 0.69 | 0.15 | 0.83 | 133.00 |\n| T cell | 0.81 | 4.46 | 0.55 | 0.67 | 0.32 | 0.68 | 131.00 |\n| smooth muscle cell | 0.81 | 4.60 | 0.55 | 0.69 | 0.36 | 0.73 | 96.00 |\n| tracheal goblet cell | 0.73 | 2.88 | 0.61 | 0.81 | 0.38 | 0.73 | 77.00 |\n| mast cell | 0.84 | 5.45 | 0.56 | 0.60 | 0.32 | 0.71 | 69.00 |\n| CD4-positive, alpha-beta T cell | 0.78 | 5.70 | 0.54 | 0.60 | 0.35 | 0.70 | 65.00 |\n| mucus secreting cell | 0.75 | 3.98 | 0.59 | 0.76 | 0.34 | 0.71 | 64.00 |\n| serous cell of epithelium of trachea | 0.57 | 5.82 | 0.52 | 0.60 | 0.35 | 0.68 | 41.00 |\n| ionocyte | 0.56 | 8.25 | 0.42 | 0.38 | 0.43 | 0.72 | 13.00 |" | |
| } |