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adata.h5ad

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:cc5ef0d14985bb009e570e970b4484b534e799f4c431d63e5ddb0eda49f116d7
+oid sha256:c8ff2f847b9d6e9c1b3075d37a1b80b58c4676661dab0cda14a81f55cff34d5c
 size 202268937

metrics.json

@@ -1,5 +1,5 @@
 {
-    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.57  | 1.63           |\n| Pearson Correlation | 0.87  | 0.87  |\n| Spearman Correlation | 0.70 | 0.68  |\n| R\u00b2 (R-Squared) | 0.69  | 0.70      |",
-    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 4.67   |\n| Pearson Correlation | 0.85  |\n| Spearman Correlation | 0.95 |\n| R\u00b2 (R-Squared) | -0.12  |",
-    "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 | 0.86 | 2.43 | 0.21 | 0.62 | 0.23 | 0.86 | 5257.00 |\n| CD8-positive, alpha-beta T cell | 0.85 | 3.78 | 0.32 | 0.55 | 0.27 | 0.77 | 2231.00 |\n| enterocyte of epithelium of small intestine | 0.84 | 3.92 | 0.30 | 0.66 | 0.49 | 0.89 | 1100.00 |\n| B cell | 0.89 | 6.85 | 0.31 | 0.31 | 0.41 | 0.80 | 441.00 |\n| plasma cell | 0.83 | 7.12 | 0.20 | 0.26 | 0.37 | 0.88 | 303.00 |\n| small intestine goblet cell | 0.81 | 6.44 | 0.25 | 0.49 | 0.50 | 0.84 | 300.00 |\n| paneth cell of epithelium of small intestine | 0.73 | 7.34 | 0.35 | 0.48 | 0.49 | 0.85 | 177.00 |\n| intestinal tuft cell | 0.76 | 8.95 | 0.23 | 0.21 | 0.45 | 0.80 | 146.00 |\n| transit amplifying cell of small intestine | 0.78 | 6.67 | 0.39 | 0.44 | 0.46 | 0.82 | 127.00 |\n| fibroblast | 0.67 | 7.72 | 0.27 | 0.52 | 0.58 | 0.89 | 88.00 |\n| intestinal crypt stem cell of small intestine | 0.71 | 6.70 | 0.43 | 0.59 | 0.58 | 0.89 | 71.00 |\n| mast cell | 0.32 | 8.92 | 0.29 | 0.17 | 0.40 | 0.81 | 65.00 |\n| neutrophil | 0.57 | 10.03 | 0.24 | 0.19 | 0.45 | 0.80 | 64.00 |\n| monocyte | 0.62 | 10.47 | 0.24 | 0.30 | 0.51 | 0.86 | 61.00 |\n| gut endothelial cell | 0.31 | 10.40 | 0.27 | 0.20 | 0.44 | 0.79 | 15.00 |\n| intestinal enteroendocrine cell | 0.28 | 8.45 | 0.34 | 0.24 | 0.36 | 0.67 | 12.00 |"
+    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.57  | 1.60           |\n| Pearson Correlation | 0.87  | 0.87  |\n| Spearman Correlation | 0.71 | 0.69  |\n| R\u00b2 (R-Squared) | 0.69  | 0.71      |",
+    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 4.64   |\n| Pearson Correlation | 0.85  |\n| Spearman Correlation | 0.95 |\n| R\u00b2 (R-Squared) | -0.11  |",
+    "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 | 0.87 | 2.35 | 0.23 | 0.62 | 0.23 | 0.86 | 5257.00 |\n| CD8-positive, alpha-beta T cell | 0.86 | 3.94 | 0.26 | 0.52 | 0.29 | 0.78 | 2231.00 |\n| enterocyte of epithelium of small intestine | 0.86 | 4.00 | 0.27 | 0.67 | 0.49 | 0.89 | 1100.00 |\n| B cell | 0.89 | 6.70 | 0.32 | 0.32 | 0.41 | 0.80 | 441.00 |\n| plasma cell | 0.80 | 7.23 | 0.17 | 0.25 | 0.37 | 0.88 | 303.00 |\n| small intestine goblet cell | 0.79 | 6.64 | 0.21 | 0.47 | 0.50 | 0.85 | 300.00 |\n| paneth cell of epithelium of small intestine | 0.72 | 7.47 | 0.33 | 0.46 | 0.49 | 0.85 | 177.00 |\n| intestinal tuft cell | 0.76 | 8.71 | 0.25 | 0.21 | 0.45 | 0.80 | 146.00 |\n| transit amplifying cell of small intestine | 0.76 | 6.94 | 0.36 | 0.43 | 0.46 | 0.82 | 127.00 |\n| fibroblast | 0.65 | 7.80 | 0.24 | 0.51 | 0.59 | 0.89 | 88.00 |\n| intestinal crypt stem cell of small intestine | 0.72 | 6.68 | 0.43 | 0.59 | 0.57 | 0.88 | 71.00 |\n| mast cell | 0.35 | 8.86 | 0.29 | 0.16 | 0.42 | 0.82 | 65.00 |\n| neutrophil | 0.58 | 10.30 | 0.21 | 0.17 | 0.46 | 0.80 | 64.00 |\n| monocyte | 0.61 | 10.32 | 0.26 | 0.30 | 0.49 | 0.85 | 61.00 |\n| gut endothelial cell | 0.27 | 10.56 | 0.26 | 0.20 | 0.44 | 0.78 | 15.00 |\n| intestinal enteroendocrine cell | 0.21 | 8.49 | 0.34 | 0.25 | 0.34 | 0.66 | 12.00 |"
 }