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adata.h5ad

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 version https://git-lfs.github.com/spec/v1
-oid sha256:f08b7d5eaccd7cbcac62815d093913d65bb9bb9fcacf1cf6b028b40d12a9cf5d
+oid sha256:552bbb45603f0f92d9e53cd3d59a0ee9b1a99640be9a0932db6764a76846c064
 size 533305581

metrics.json

@@ -1,5 +1,5 @@
 {
-    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 5.86  | 5.76           |\n| Pearson Correlation | 0.15  | 0.16  |\n| Spearman Correlation | 0.42 | 0.43  |\n| R\u00b2 (R-Squared) | -1.15  | -1.12      |",
-    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 4.21   |\n| Pearson Correlation | 0.83  |\n| Spearman Correlation | 0.97 |\n| R\u00b2 (R-Squared) | 0.38  |",
-    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| CD4-positive helper T cell | 0.92 | 3.45 | 0.67 | 0.81 | 0.16 | 0.88 | 3356.00 |\n| fibroblast | 0.93 | 1.48 | 0.74 | 0.95 | 0.45 | 0.92 | 3251.00 |\n| innate lymphoid cell | 0.85 | 2.47 | 0.58 | 0.75 | 0.22 | 0.83 | 2594.00 |\n| B cell | 0.82 | 3.18 | 0.53 | 0.66 | 0.22 | 0.85 | 1919.00 |\n| DN3 thymocyte | 0.85 | 3.56 | 0.63 | 0.76 | 0.18 | 0.82 | 1788.00 |\n| plasma cell | 0.80 | 2.53 | 0.62 | 0.84 | 0.30 | 0.95 | 1465.00 |\n| vein endothelial cell | 0.95 | 2.05 | 0.74 | 0.87 | 0.36 | 0.87 | 1442.00 |\n| vascular associated smooth muscle cell | 0.90 | 2.31 | 0.70 | 0.87 | 0.38 | 0.89 | 1439.00 |\n| DN1 thymic pro-T cell | 0.90 | 4.04 | 0.62 | 0.72 | 0.24 | 0.84 | 985.00 |\n| naive regulatory T cell | 0.89 | 4.09 | 0.68 | 0.75 | 0.22 | 0.84 | 761.00 |\n| CD8-positive, alpha-beta cytotoxic T cell | 0.94 | 4.09 | 0.68 | 0.74 | 0.22 | 0.85 | 501.00 |\n| T follicular helper cell | 0.84 | 4.57 | 0.63 | 0.68 | 0.24 | 0.82 | 398.00 |\n| capillary endothelial cell | 0.89 | 3.59 | 0.66 | 0.74 | 0.37 | 0.82 | 383.00 |\n| endothelial cell of artery | 0.92 | 3.59 | 0.66 | 0.76 | 0.38 | 0.84 | 355.00 |\n| macrophage | 0.88 | 3.28 | 0.66 | 0.75 | 0.37 | 0.84 | 303.00 |\n| endothelial cell of lymphatic vessel | 0.93 | 3.75 | 0.66 | 0.77 | 0.43 | 0.85 | 256.00 |\n| medullary thymic epithelial cell | 0.78 | 3.32 | 0.70 | 0.84 | 0.50 | 0.90 | 140.00 |\n| monocyte | 0.86 | 4.82 | 0.61 | 0.61 | 0.38 | 0.81 | 88.00 |\n| mature NK T cell | 0.78 | 5.80 | 0.51 | 0.46 | 0.36 | 0.69 | 80.00 |\n| erythrocyte | 0.70 | 6.54 | 0.41 | 0.35 | 0.34 | 0.89 | 39.00 |\n| DN4 thymocyte | 0.72 | 5.70 | 0.56 | 0.58 | 0.43 | 0.78 | 32.00 |"
+    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 5.83  | 5.84           |\n| Pearson Correlation | 0.16  | 0.16  |\n| Spearman Correlation | 0.43 | 0.44  |\n| R\u00b2 (R-Squared) | -1.16  | -1.12      |",
+    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 4.25   |\n| Pearson Correlation | 0.83  |\n| Spearman Correlation | 0.97 |\n| R\u00b2 (R-Squared) | 0.39  |",
+    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| CD4-positive helper T cell | 0.92 | 3.54 | 0.66 | 0.80 | 0.18 | 0.89 | 3356.00 |\n| fibroblast | 0.92 | 1.58 | 0.70 | 0.94 | 0.46 | 0.92 | 3251.00 |\n| innate lymphoid cell | 0.85 | 2.35 | 0.60 | 0.75 | 0.23 | 0.83 | 2594.00 |\n| B cell | 0.81 | 3.13 | 0.54 | 0.68 | 0.21 | 0.84 | 1919.00 |\n| DN3 thymocyte | 0.86 | 3.62 | 0.62 | 0.75 | 0.17 | 0.82 | 1788.00 |\n| plasma cell | 0.80 | 2.53 | 0.62 | 0.84 | 0.30 | 0.95 | 1465.00 |\n| vein endothelial cell | 0.95 | 2.05 | 0.74 | 0.87 | 0.36 | 0.87 | 1442.00 |\n| vascular associated smooth muscle cell | 0.91 | 2.17 | 0.73 | 0.88 | 0.38 | 0.89 | 1439.00 |\n| DN1 thymic pro-T cell | 0.91 | 4.21 | 0.60 | 0.72 | 0.23 | 0.83 | 985.00 |\n| naive regulatory T cell | 0.90 | 4.09 | 0.68 | 0.75 | 0.21 | 0.84 | 761.00 |\n| CD8-positive, alpha-beta cytotoxic T cell | 0.93 | 4.28 | 0.67 | 0.72 | 0.22 | 0.85 | 501.00 |\n| T follicular helper cell | 0.82 | 4.60 | 0.63 | 0.68 | 0.23 | 0.81 | 398.00 |\n| capillary endothelial cell | 0.88 | 3.46 | 0.68 | 0.75 | 0.37 | 0.82 | 383.00 |\n| endothelial cell of artery | 0.93 | 3.62 | 0.65 | 0.75 | 0.39 | 0.84 | 355.00 |\n| macrophage | 0.87 | 3.13 | 0.67 | 0.76 | 0.37 | 0.84 | 303.00 |\n| endothelial cell of lymphatic vessel | 0.92 | 3.48 | 0.69 | 0.78 | 0.42 | 0.85 | 256.00 |\n| medullary thymic epithelial cell | 0.79 | 3.14 | 0.72 | 0.85 | 0.50 | 0.90 | 140.00 |\n| monocyte | 0.85 | 4.79 | 0.62 | 0.62 | 0.37 | 0.81 | 88.00 |\n| mature NK T cell | 0.78 | 5.68 | 0.52 | 0.47 | 0.35 | 0.69 | 80.00 |\n| erythrocyte | 0.70 | 6.17 | 0.46 | 0.39 | 0.31 | 0.89 | 39.00 |\n| DN4 thymocyte | 0.74 | 5.80 | 0.56 | 0.57 | 0.44 | 0.79 | 32.00 |"
 }