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adata.h5ad

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:32de7870fa9871af4985b0b4c129e5259542f4cf5441be6c133e0e485c331439
-size 33080324
+oid sha256:525e1441d1972d2aedc509276f96558cef5ac0aa485aeea52ad13afce922feb2
+size 28124696

metrics.json

@@ -0,0 +1,5 @@
+{
+    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.75  | 1.85           |\n| Pearson Correlation | 0.87  | 0.86  |\n| Spearman Correlation | 0.78 | 0.77  |\n| R\u00b2 (R-Squared) | 0.54  | 0.43      |",
+    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 16.40   |\n| Pearson Correlation | 0.71  |\n| Spearman Correlation | 0.75 |\n| R\u00b2 (R-Squared) | 0.01  |",
+    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 0.96 | 1.04 | 0.77 | 0.96 | 0.34 | 0.90 | 5557.00 |\n| macrophage | 0.92 | 1.04 | 0.73 | 0.95 | 0.30 | 0.88 | 5338.00 |\n| bladder urothelial cell | 0.92 | 0.86 | 0.82 | 0.97 | 0.42 | 0.91 | 4151.00 |\n| T cell | 0.93 | 1.90 | 0.72 | 0.89 | 0.24 | 0.87 | 2916.00 |\n| myofibroblast cell | 0.93 | 1.99 | 0.65 | 0.87 | 0.35 | 0.84 | 2078.00 |\n| plasma cell | 0.89 | 1.88 | 0.72 | 0.89 | 0.14 | 0.86 | 1141.00 |\n| mast cell | 0.94 | 2.78 | 0.61 | 0.82 | 0.21 | 0.80 | 1029.00 |\n| pericyte | 0.94 | 2.27 | 0.70 | 0.86 | 0.28 | 0.78 | 875.00 |\n| mature NK T cell | 0.85 | 3.16 | 0.65 | 0.81 | 0.43 | 0.87 | 508.00 |\n| smooth muscle cell | 0.89 | 3.01 | 0.70 | 0.79 | 0.29 | 0.83 | 290.00 |\n| vein endothelial cell | 0.80 | 3.19 | 0.68 | 0.85 | 0.36 | 0.79 | 278.00 |\n| B cell | 0.85 | 3.81 | 0.59 | 0.69 | 0.35 | 0.75 | 253.00 |\n| capillary endothelial cell | 0.75 | 3.42 | 0.69 | 0.74 | 0.40 | 0.76 | 77.00 |\n| endothelial cell of lymphatic vessel | 0.80 | 4.67 | 0.64 | 0.72 | 0.30 | 0.70 | 74.00 |\n| plasmacytoid dendritic cell | 0.61 | 6.04 | 0.52 | 0.47 | 0.34 | 0.74 | 18.00 |"
+}

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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+oid sha256:9297413744dddcf847b1cca00718f5d1dd5a9b2bb751f55670c290d2e58be388
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