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adata.h5ad

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:110883c749a92fe08b14d0015a00281bb52a456c924ef917049f03f6feee6273
+oid sha256:7e94edb73294af24b051b459b8c13fe9bde8b3a91fb1ccbeb910de17104bb6bc
 size 14171536

metrics.json

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 {
-    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.86  | 2.00           |\n| Pearson Correlation | 0.81  | 0.79  |\n| Spearman Correlation | 0.66 | 0.61  |\n| R\u00b2 (R-Squared) | 0.51  | 0.36      |",
-    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 3.63   |\n| Pearson Correlation | 0.86  |\n| Spearman Correlation | 0.96 |\n| R\u00b2 (R-Squared) | 0.60  |",
-    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| CD4-positive, alpha-beta T cell | 0.90 | 1.79 | 0.61 | 0.87 | 0.14 | 0.83 | 5257.00 |\n| CD8-positive, alpha-beta T cell | 0.92 | 2.57 | 0.63 | 0.81 | 0.18 | 0.74 | 2231.00 |\n| enterocyte of epithelium of small intestine | 0.94 | 2.44 | 0.68 | 0.91 | 0.41 | 0.88 | 1100.00 |\n| B cell | 0.92 | 3.49 | 0.69 | 0.75 | 0.29 | 0.76 | 441.00 |\n| plasma cell | 0.87 | 3.50 | 0.67 | 0.77 | 0.23 | 0.86 | 303.00 |\n| small intestine goblet cell | 0.88 | 3.21 | 0.69 | 0.82 | 0.44 | 0.84 | 300.00 |\n| paneth cell of epithelium of small intestine | 0.90 | 3.67 | 0.69 | 0.78 | 0.45 | 0.85 | 177.00 |\n| intestinal tuft cell | 0.91 | 4.03 | 0.67 | 0.69 | 0.39 | 0.79 | 146.00 |\n| transit amplifying cell of small intestine | 0.84 | 3.96 | 0.66 | 0.75 | 0.42 | 0.82 | 127.00 |\n| fibroblast | 0.74 | 3.36 | 0.74 | 0.87 | 0.57 | 0.90 | 88.00 |\n| intestinal crypt stem cell of small intestine | 0.74 | 3.78 | 0.70 | 0.81 | 0.53 | 0.88 | 71.00 |\n| mast cell | 0.88 | 4.01 | 0.66 | 0.64 | 0.31 | 0.79 | 65.00 |\n| neutrophil | 0.75 | 3.82 | 0.72 | 0.73 | 0.42 | 0.81 | 64.00 |\n| monocyte | 0.75 | 3.92 | 0.73 | 0.78 | 0.47 | 0.86 | 61.00 |\n| gut endothelial cell | 0.61 | 5.30 | 0.63 | 0.65 | 0.40 | 0.79 | 15.00 |\n| intestinal enteroendocrine cell | 0.56 | 5.05 | 0.63 | 0.60 | 0.34 | 0.69 | 12.00 |"
+    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.86  | 2.00           |\n| Pearson Correlation | 0.81  | 0.78  |\n| Spearman Correlation | 0.66 | 0.60  |\n| R\u00b2 (R-Squared) | 0.50  | 0.43      |",
+    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 3.56   |\n| Pearson Correlation | 0.87  |\n| Spearman Correlation | 0.96 |\n| R\u00b2 (R-Squared) | 0.60  |",
+    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| CD4-positive, alpha-beta T cell | 0.92 | 1.78 | 0.61 | 0.87 | 0.14 | 0.83 | 5257.00 |\n| CD8-positive, alpha-beta T cell | 0.92 | 2.70 | 0.62 | 0.81 | 0.18 | 0.74 | 2231.00 |\n| enterocyte of epithelium of small intestine | 0.95 | 2.32 | 0.70 | 0.91 | 0.41 | 0.88 | 1100.00 |\n| B cell | 0.91 | 3.52 | 0.68 | 0.73 | 0.30 | 0.76 | 441.00 |\n| plasma cell | 0.87 | 3.22 | 0.69 | 0.78 | 0.23 | 0.86 | 303.00 |\n| small intestine goblet cell | 0.86 | 3.34 | 0.68 | 0.82 | 0.45 | 0.84 | 300.00 |\n| paneth cell of epithelium of small intestine | 0.89 | 3.54 | 0.71 | 0.80 | 0.44 | 0.84 | 177.00 |\n| intestinal tuft cell | 0.88 | 4.05 | 0.66 | 0.69 | 0.39 | 0.79 | 146.00 |\n| transit amplifying cell of small intestine | 0.82 | 3.67 | 0.69 | 0.77 | 0.41 | 0.82 | 127.00 |\n| fibroblast | 0.75 | 3.46 | 0.74 | 0.86 | 0.58 | 0.90 | 88.00 |\n| intestinal crypt stem cell of small intestine | 0.81 | 3.42 | 0.74 | 0.84 | 0.51 | 0.87 | 71.00 |\n| mast cell | 0.84 | 4.23 | 0.64 | 0.61 | 0.32 | 0.80 | 65.00 |\n| neutrophil | 0.75 | 3.99 | 0.71 | 0.73 | 0.43 | 0.81 | 64.00 |\n| monocyte | 0.78 | 4.24 | 0.71 | 0.77 | 0.47 | 0.86 | 61.00 |\n| gut endothelial cell | 0.61 | 5.45 | 0.63 | 0.64 | 0.39 | 0.79 | 15.00 |\n| intestinal enteroendocrine cell | 0.56 | 5.15 | 0.62 | 0.59 | 0.34 | 0.69 | 12.00 |"
 }

model.pt

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 version https://git-lfs.github.com/spec/v1
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 size 8770732