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adata.h5ad

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3e29af6d48f3185da7e6530294df6b154c000669e842ad350f208bffc537b329
+oid sha256:eba6b778195fefb09396141ca553b07b8ba58d35741d9fbdfd9a0a52e2ce61ba
 size 659278197

metrics.json

@@ -1,5 +1,5 @@
 {
-    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 3.06  | 3.04           |\n| Pearson Correlation | 0.49  | 0.48  |\n| Spearman Correlation | 0.48 | 0.49  |\n| R\u00b2 (R-Squared) | -0.88  | -0.85      |",
-    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 27.69   |\n| Pearson Correlation | 0.66  |\n| Spearman Correlation | 0.69 |\n| R\u00b2 (R-Squared) | -1.84  |",
-    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 0.92 | 1.61 | 0.50 | 0.86 | 0.35 | 0.90 | 5557.00 |\n| macrophage | 0.89 | 1.41 | 0.52 | 0.86 | 0.32 | 0.88 | 5338.00 |\n| bladder urothelial cell | 0.92 | 1.54 | 0.58 | 0.90 | 0.45 | 0.91 | 4151.00 |\n| T cell | 0.79 | 2.67 | 0.56 | 0.77 | 0.28 | 0.87 | 2916.00 |\n| myofibroblast cell | 0.84 | 2.42 | 0.51 | 0.76 | 0.37 | 0.84 | 2078.00 |\n| plasma cell | 0.84 | 3.06 | 0.47 | 0.71 | 0.22 | 0.88 | 1141.00 |\n| mast cell | 0.93 | 3.31 | 0.53 | 0.66 | 0.26 | 0.81 | 1029.00 |\n| pericyte | 0.93 | 2.85 | 0.59 | 0.72 | 0.33 | 0.80 | 875.00 |\n| mature NK T cell | 0.67 | 4.03 | 0.51 | 0.68 | 0.46 | 0.88 | 508.00 |\n| smooth muscle cell | 0.90 | 4.15 | 0.58 | 0.68 | 0.33 | 0.84 | 290.00 |\n| vein endothelial cell | 0.84 | 3.84 | 0.57 | 0.69 | 0.41 | 0.80 | 278.00 |\n| B cell | 0.63 | 4.32 | 0.53 | 0.59 | 0.37 | 0.75 | 253.00 |\n| capillary endothelial cell | 0.77 | 3.83 | 0.65 | 0.68 | 0.40 | 0.75 | 77.00 |\n| endothelial cell of lymphatic vessel | 0.63 | 5.40 | 0.55 | 0.54 | 0.35 | 0.71 | 74.00 |\n| plasmacytoid dendritic cell | 0.37 | 6.42 | 0.47 | 0.40 | 0.35 | 0.73 | 18.00 |"
+    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 3.04  | 3.03           |\n| Pearson Correlation | 0.49  | 0.48  |\n| Spearman Correlation | 0.49 | 0.49  |\n| R\u00b2 (R-Squared) | -0.91  | -0.89      |",
+    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 27.66   |\n| Pearson Correlation | 0.66  |\n| Spearman Correlation | 0.69 |\n| R\u00b2 (R-Squared) | -1.90  |",
+    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 0.92 | 1.50 | 0.56 | 0.87 | 0.35 | 0.90 | 5557.00 |\n| macrophage | 0.88 | 1.45 | 0.50 | 0.85 | 0.33 | 0.89 | 5338.00 |\n| bladder urothelial cell | 0.92 | 1.53 | 0.59 | 0.90 | 0.45 | 0.92 | 4151.00 |\n| T cell | 0.81 | 2.59 | 0.58 | 0.77 | 0.28 | 0.87 | 2916.00 |\n| myofibroblast cell | 0.82 | 2.44 | 0.50 | 0.76 | 0.37 | 0.84 | 2078.00 |\n| plasma cell | 0.83 | 3.00 | 0.49 | 0.71 | 0.22 | 0.88 | 1141.00 |\n| mast cell | 0.91 | 3.37 | 0.51 | 0.64 | 0.28 | 0.82 | 1029.00 |\n| pericyte | 0.92 | 2.71 | 0.63 | 0.75 | 0.32 | 0.79 | 875.00 |\n| mature NK T cell | 0.70 | 4.05 | 0.51 | 0.69 | 0.47 | 0.88 | 508.00 |\n| smooth muscle cell | 0.91 | 4.15 | 0.58 | 0.67 | 0.34 | 0.84 | 290.00 |\n| vein endothelial cell | 0.81 | 3.68 | 0.59 | 0.69 | 0.41 | 0.80 | 278.00 |\n| B cell | 0.63 | 4.44 | 0.52 | 0.56 | 0.38 | 0.75 | 253.00 |\n| capillary endothelial cell | 0.75 | 3.69 | 0.67 | 0.69 | 0.41 | 0.75 | 77.00 |\n| endothelial cell of lymphatic vessel | 0.63 | 5.32 | 0.55 | 0.54 | 0.34 | 0.71 | 74.00 |\n| plasmacytoid dendritic cell | 0.37 | 6.60 | 0.45 | 0.38 | 0.35 | 0.73 | 18.00 |"
 }