| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 2.39 | 2.45 |\n| Pearson Correlation | 0.84 | 0.81 |\n| Spearman Correlation | 0.86 | 0.84 |\n| R\u00b2 (R-Squared) | 0.52 | 0.49 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 13.48 |\n| Pearson Correlation | 0.59 |\n| Spearman Correlation | 0.66 |\n| R\u00b2 (R-Squared) | -1.49 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| neutrophil | 0.94 | 2.25 | 0.64 | 0.87 | 0.19 | 0.84 | 2911.00 |\n| CD4-positive, alpha-beta T cell | 0.94 | 1.96 | 0.62 | 0.90 | 0.34 | 0.79 | 2025.00 |\n| monocyte | 0.87 | 1.79 | 0.64 | 0.88 | 0.40 | 0.77 | 1389.00 |\n| CD8-positive, alpha-beta T cell | 0.86 | 2.95 | 0.58 | 0.85 | 0.32 | 0.74 | 1147.00 |\n| granulocyte | 0.79 | 2.38 | 0.64 | 0.89 | 0.46 | 0.83 | 853.00 |\n| plasma cell | 0.75 | 2.35 | 0.71 | 0.91 | 0.19 | 0.85 | 825.00 |\n| erythroid progenitor cell | 0.64 | 2.46 | 0.67 | 0.91 | 0.49 | 0.89 | 757.00 |\n| mature NK T cell | 0.78 | 3.77 | 0.58 | 0.76 | 0.33 | 0.69 | 678.00 |\n| hematopoietic stem cell | 0.89 | 2.27 | 0.65 | 0.87 | 0.53 | 0.85 | 617.00 |\n| memory B cell | 0.87 | 4.54 | 0.56 | 0.68 | 0.33 | 0.70 | 310.00 |\n| common myeloid progenitor | 0.72 | 2.72 | 0.69 | 0.89 | 0.54 | 0.88 | 287.00 |\n| macrophage | 0.86 | 4.43 | 0.63 | 0.70 | 0.34 | 0.78 | 265.00 |\n| naive B cell | 0.88 | 5.59 | 0.57 | 0.66 | 0.27 | 0.66 | 142.00 |\n| erythrocyte | 0.90 | 5.34 | 0.53 | 0.47 | 0.33 | 0.90 | 87.00 |" | |
| } |