| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 2.37 | 2.42 |\n| Pearson Correlation | 0.84 | 0.82 |\n| Spearman Correlation | 0.86 | 0.84 |\n| R\u00b2 (R-Squared) | 0.53 | 0.50 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 13.41 |\n| Pearson Correlation | 0.59 |\n| Spearman Correlation | 0.66 |\n| R\u00b2 (R-Squared) | -1.47 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| neutrophil | 0.96 | 2.20 | 0.65 | 0.88 | 0.18 | 0.84 | 2911.00 |\n| CD4-positive, alpha-beta T cell | 0.95 | 1.96 | 0.62 | 0.90 | 0.34 | 0.79 | 2025.00 |\n| monocyte | 0.87 | 1.71 | 0.68 | 0.88 | 0.40 | 0.77 | 1389.00 |\n| CD8-positive, alpha-beta T cell | 0.86 | 2.96 | 0.58 | 0.85 | 0.32 | 0.74 | 1147.00 |\n| granulocyte | 0.74 | 2.52 | 0.62 | 0.88 | 0.46 | 0.83 | 853.00 |\n| plasma cell | 0.77 | 2.35 | 0.70 | 0.91 | 0.19 | 0.85 | 825.00 |\n| erythroid progenitor cell | 0.61 | 2.34 | 0.70 | 0.91 | 0.49 | 0.89 | 757.00 |\n| mature NK T cell | 0.81 | 3.70 | 0.58 | 0.78 | 0.33 | 0.69 | 678.00 |\n| hematopoietic stem cell | 0.91 | 2.30 | 0.64 | 0.88 | 0.53 | 0.85 | 617.00 |\n| memory B cell | 0.88 | 4.38 | 0.58 | 0.69 | 0.33 | 0.70 | 310.00 |\n| common myeloid progenitor | 0.71 | 2.65 | 0.70 | 0.89 | 0.55 | 0.88 | 287.00 |\n| macrophage | 0.86 | 4.46 | 0.63 | 0.70 | 0.34 | 0.78 | 265.00 |\n| naive B cell | 0.91 | 5.27 | 0.60 | 0.67 | 0.26 | 0.66 | 142.00 |\n| erythrocyte | 0.92 | 5.10 | 0.55 | 0.50 | 0.32 | 0.90 | 87.00 |" | |
| } |