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adata.h5ad

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:440937ce03bc94dc9ab244215de50f96b88a5572157e1e0c06e9050ce81f239e
+oid sha256:dc3bcc1eaa6a0bd8a53a3f7659611b5ba4b07ad7e08066b0947e85c0d4d4b9a7
 size 16063184

metrics.json

@@ -1,5 +1,5 @@
 {
-    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 2.29  | 2.31           |\n| Pearson Correlation | 0.85  | 0.84  |\n| Spearman Correlation | 0.86 | 0.85  |\n| R\u00b2 (R-Squared) | 0.54  | 0.57      |",
-    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 12.66   |\n| Pearson Correlation | 0.62  |\n| Spearman Correlation | 0.69 |\n| R\u00b2 (R-Squared) | -0.87  |",
-    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| neutrophil | 0.94 | 1.88 | 0.72 | 0.90 | 0.18 | 0.84 | 2911.00 |\n| CD4-positive, alpha-beta T cell | 0.94 | 2.03 | 0.59 | 0.90 | 0.33 | 0.79 | 2025.00 |\n| monocyte | 0.89 | 1.68 | 0.68 | 0.90 | 0.39 | 0.77 | 1389.00 |\n| CD8-positive, alpha-beta T cell | 0.87 | 2.92 | 0.59 | 0.86 | 0.32 | 0.74 | 1147.00 |\n| granulocyte | 0.78 | 2.44 | 0.61 | 0.89 | 0.45 | 0.83 | 853.00 |\n| plasma cell | 0.80 | 2.29 | 0.72 | 0.92 | 0.19 | 0.85 | 825.00 |\n| erythroid progenitor cell | 0.61 | 2.36 | 0.70 | 0.92 | 0.49 | 0.89 | 757.00 |\n| mature NK T cell | 0.80 | 3.67 | 0.59 | 0.79 | 0.33 | 0.69 | 678.00 |\n| hematopoietic stem cell | 0.87 | 2.24 | 0.66 | 0.89 | 0.53 | 0.85 | 617.00 |\n| memory B cell | 0.85 | 4.27 | 0.59 | 0.71 | 0.32 | 0.69 | 310.00 |\n| common myeloid progenitor | 0.76 | 2.67 | 0.71 | 0.90 | 0.54 | 0.88 | 287.00 |\n| macrophage | 0.87 | 4.32 | 0.64 | 0.70 | 0.34 | 0.78 | 265.00 |\n| naive B cell | 0.91 | 5.25 | 0.60 | 0.67 | 0.26 | 0.66 | 142.00 |\n| erythrocyte | 0.91 | 4.97 | 0.57 | 0.52 | 0.31 | 0.90 | 87.00 |"
+    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 2.27  | 2.22           |\n| Pearson Correlation | 0.85  | 0.86  |\n| Spearman Correlation | 0.86 | 0.86  |\n| R\u00b2 (R-Squared) | 0.56  | 0.59      |",
+    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 12.62   |\n| Pearson Correlation | 0.61  |\n| Spearman Correlation | 0.68 |\n| R\u00b2 (R-Squared) | -0.89  |",
+    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| neutrophil | 0.94 | 2.00 | 0.70 | 0.90 | 0.18 | 0.84 | 2911.00 |\n| CD4-positive, alpha-beta T cell | 0.90 | 1.95 | 0.63 | 0.91 | 0.33 | 0.79 | 2025.00 |\n| monocyte | 0.88 | 1.72 | 0.67 | 0.89 | 0.40 | 0.78 | 1389.00 |\n| CD8-positive, alpha-beta T cell | 0.88 | 2.99 | 0.57 | 0.85 | 0.32 | 0.74 | 1147.00 |\n| granulocyte | 0.78 | 2.43 | 0.62 | 0.88 | 0.46 | 0.83 | 853.00 |\n| plasma cell | 0.82 | 2.27 | 0.72 | 0.92 | 0.20 | 0.85 | 825.00 |\n| erythroid progenitor cell | 0.60 | 2.27 | 0.71 | 0.93 | 0.48 | 0.89 | 757.00 |\n| mature NK T cell | 0.78 | 3.78 | 0.57 | 0.79 | 0.33 | 0.69 | 678.00 |\n| hematopoietic stem cell | 0.88 | 2.28 | 0.66 | 0.89 | 0.53 | 0.85 | 617.00 |\n| memory B cell | 0.89 | 4.26 | 0.59 | 0.71 | 0.32 | 0.69 | 310.00 |\n| common myeloid progenitor | 0.71 | 2.69 | 0.71 | 0.89 | 0.55 | 0.88 | 287.00 |\n| macrophage | 0.84 | 4.07 | 0.67 | 0.72 | 0.33 | 0.78 | 265.00 |\n| naive B cell | 0.88 | 5.06 | 0.62 | 0.68 | 0.26 | 0.66 | 142.00 |\n| erythrocyte | 0.90 | 4.93 | 0.57 | 0.52 | 0.28 | 0.89 | 87.00 |"
 }

model.pt

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 version https://git-lfs.github.com/spec/v1
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 size 8802348