| { | |
| "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 3.27 | 3.24 |\n| Pearson Correlation | 0.49 | 0.49 |\n| Spearman Correlation | 0.39 | 0.38 |\n| R\u00b2 (R-Squared) | -1.58 | -1.55 |", | |
| "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 24.57 |\n| Pearson Correlation | 0.73 |\n| Spearman Correlation | 0.84 |\n| R\u00b2 (R-Squared) | -0.17 |", | |
| "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| macrophage | 0.91 | 2.03 | 0.61 | 0.85 | 0.29 | 0.93 | 12160.00 |\n| type II pneumocyte | 0.94 | 1.49 | 0.56 | 0.86 | 0.36 | 0.88 | 9146.00 |\n| basal cell | 0.76 | 2.04 | 0.54 | 0.70 | 0.44 | 0.81 | 2188.00 |\n| capillary endothelial cell | 0.88 | 3.46 | 0.50 | 0.65 | 0.30 | 0.80 | 1534.00 |\n| classical monocyte | 0.86 | 3.61 | 0.58 | 0.65 | 0.28 | 0.83 | 1487.00 |\n| club cell | 0.85 | 3.17 | 0.58 | 0.62 | 0.33 | 0.79 | 1038.00 |\n| non-classical monocyte | 0.78 | 3.58 | 0.60 | 0.65 | 0.33 | 0.84 | 1005.00 |\n| respiratory goblet cell | 0.91 | 3.00 | 0.60 | 0.67 | 0.39 | 0.82 | 762.00 |\n| basophil | 0.76 | 4.25 | 0.56 | 0.57 | 0.31 | 0.86 | 686.00 |\n| lung ciliated cell | 0.75 | 3.53 | 0.57 | 0.65 | 0.47 | 0.86 | 602.00 |\n| CD8-positive, alpha-beta T cell | 0.78 | 4.49 | 0.55 | 0.59 | 0.34 | 0.84 | 552.00 |\n| CD4-positive, alpha-beta T cell | 0.84 | 4.61 | 0.54 | 0.54 | 0.31 | 0.83 | 543.00 |\n| vein endothelial cell | 0.81 | 4.46 | 0.51 | 0.57 | 0.41 | 0.80 | 508.00 |\n| lung microvascular endothelial cell | 0.75 | 3.76 | 0.65 | 0.67 | 0.38 | 0.86 | 485.00 |\n| adventitial cell | 0.85 | 4.81 | 0.56 | 0.70 | 0.41 | 0.82 | 373.00 |\n| fibroblast | 0.89 | 4.75 | 0.50 | 0.57 | 0.38 | 0.78 | 336.00 |\n| dendritic cell | 0.86 | 4.87 | 0.54 | 0.60 | 0.38 | 0.83 | 316.00 |\n| intermediate monocyte | 0.74 | 4.25 | 0.62 | 0.62 | 0.38 | 0.85 | 252.00 |\n| pericyte | 0.86 | 4.97 | 0.55 | 0.53 | 0.39 | 0.79 | 213.00 |\n| type I pneumocyte | 0.81 | 4.02 | 0.63 | 0.64 | 0.38 | 0.79 | 211.00 |\n| endothelial cell of artery | 0.79 | 5.17 | 0.55 | 0.58 | 0.39 | 0.79 | 187.00 |\n| neutrophil | 0.83 | 5.12 | 0.55 | 0.50 | 0.37 | 0.90 | 174.00 |\n| plasma cell | 0.70 | 5.80 | 0.46 | 0.39 | 0.44 | 0.89 | 134.00 |\n| effector CD4-positive, alpha-beta T cell | 0.73 | 5.07 | 0.56 | 0.52 | 0.36 | 0.81 | 132.00 |\n| mature NK T cell | 0.66 | 5.31 | 0.53 | 0.51 | 0.40 | 0.80 | 132.00 |\n| B cell | 0.59 | 5.61 | 0.51 | 0.45 | 0.37 | 0.77 | 87.00 |\n| bronchial smooth muscle cell | 0.83 | 5.58 | 0.53 | 0.50 | 0.42 | 0.81 | 81.00 |\n| effector CD8-positive, alpha-beta T cell | 0.72 | 4.94 | 0.57 | 0.54 | 0.37 | 0.83 | 80.00 |\n| vascular associated smooth muscle cell | 0.82 | 4.97 | 0.58 | 0.53 | 0.45 | 0.81 | 80.00 |\n| endothelial cell of lymphatic vessel | 0.49 | 5.86 | 0.50 | 0.46 | 0.39 | 0.76 | 47.00 |\n| blood vessel endothelial cell | 0.67 | 5.04 | 0.59 | 0.56 | 0.41 | 0.82 | 47.00 |\n| smooth muscle cell | 0.63 | 4.92 | 0.58 | 0.53 | 0.38 | 0.81 | 25.00 |\n| pulmonary ionocyte | 0.18 | 6.58 | 0.42 | 0.31 | 0.38 | 0.72 | 19.00 |\n| plasmacytoid dendritic cell | 0.38 | 5.92 | 0.41 | 0.40 | 0.38 | 0.84 | 18.00 |\n| mesothelial cell | 0.38 | 5.69 | 0.54 | 0.45 | 0.38 | 0.72 | 17.00 |\n| serous cell of epithelium of bronchus | 0.40 | 5.99 | 0.47 | 0.38 | 0.41 | 0.80 | 15.00 |" | |
| } |