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adata.h5ad

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 version https://git-lfs.github.com/spec/v1
-oid sha256:417aadd4595fbb4b37da4bde2645e4ad001f3f2cfa47b2378b6a68380a81ad56
+oid sha256:7ce9d924c83f5884cac68f520f397abef9c9e4ba28c05462a7a258a872fc7df0
 size 290292845

metrics.json

@@ -1,5 +1,5 @@
 {
-    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.99  | 1.99           |\n| Pearson Correlation | 0.77  | 0.72  |\n| Spearman Correlation | 0.81 | 0.80  |\n| R\u00b2 (R-Squared) | 0.36  | 0.26      |",
-    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 32.61   |\n| Pearson Correlation | 0.16  |\n| Spearman Correlation | 0.23 |\n| R\u00b2 (R-Squared) | -18.80  |",
-    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| luminal epithelial cell of mammary gland | 0.74 | 1.46 | 0.51 | 0.75 | 0.48 | 0.90 | 5378.00 |\n| T cell | 0.86 | 3.12 | 0.28 | 0.44 | 0.33 | 0.86 | 2324.00 |\n| fibroblast of breast | 0.81 | 2.15 | 0.44 | 0.68 | 0.53 | 0.90 | 2066.00 |\n| basal cell | 0.43 | 4.95 | 0.24 | 0.16 | 0.47 | 0.75 | 476.00 |\n| vein endothelial cell | 0.65 | 6.09 | 0.22 | 0.21 | 0.49 | 0.80 | 263.00 |\n| macrophage | 0.30 | 6.29 | 0.19 | 0.13 | 0.44 | 0.80 | 219.00 |\n| plasma cell | 0.25 | 6.23 | 0.18 | 0.13 | 0.45 | 0.91 | 194.00 |\n| endothelial cell of artery | 0.61 | 6.53 | 0.29 | 0.19 | 0.49 | 0.77 | 168.00 |\n| pericyte | 0.36 | 6.64 | 0.40 | 0.25 | 0.42 | 0.69 | 106.00 |\n| vascular associated smooth muscle cell | 0.24 | 7.58 | 0.35 | 0.15 | 0.43 | 0.71 | 71.00 |\n| B cell | 0.08 | 8.49 | 0.29 | 0.13 | 0.45 | 0.76 | 43.00 |\n| endothelial cell of lymphatic vessel | 0.21 | 8.00 | 0.37 | 0.17 | 0.40 | 0.67 | 32.00 |\n| mature NK T cell | 0.11 | 7.26 | 0.27 | 0.18 | 0.45 | 0.83 | 19.00 |\n| mast cell | 0.06 | 8.15 | 0.27 | 0.15 | 0.45 | 0.78 | 16.00 |"
+    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.99  | 2.01           |\n| Pearson Correlation | 0.77  | 0.72  |\n| Spearman Correlation | 0.81 | 0.80  |\n| R\u00b2 (R-Squared) | 0.35  | 0.27      |",
+    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 32.62   |\n| Pearson Correlation | 0.16  |\n| Spearman Correlation | 0.23 |\n| R\u00b2 (R-Squared) | -19.03  |",
+    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| luminal epithelial cell of mammary gland | 0.75 | 1.44 | 0.52 | 0.76 | 0.48 | 0.90 | 5378.00 |\n| T cell | 0.85 | 3.18 | 0.25 | 0.43 | 0.34 | 0.86 | 2324.00 |\n| fibroblast of breast | 0.81 | 2.14 | 0.43 | 0.68 | 0.54 | 0.91 | 2066.00 |\n| basal cell | 0.40 | 4.82 | 0.28 | 0.19 | 0.46 | 0.75 | 476.00 |\n| vein endothelial cell | 0.64 | 6.02 | 0.24 | 0.23 | 0.48 | 0.80 | 263.00 |\n| macrophage | 0.29 | 6.49 | 0.13 | 0.10 | 0.44 | 0.80 | 219.00 |\n| plasma cell | 0.24 | 6.18 | 0.20 | 0.15 | 0.44 | 0.91 | 194.00 |\n| endothelial cell of artery | 0.64 | 6.45 | 0.30 | 0.21 | 0.47 | 0.76 | 168.00 |\n| pericyte | 0.35 | 6.63 | 0.40 | 0.27 | 0.42 | 0.69 | 106.00 |\n| vascular associated smooth muscle cell | 0.26 | 7.53 | 0.36 | 0.16 | 0.42 | 0.71 | 71.00 |\n| B cell | 0.06 | 8.47 | 0.29 | 0.12 | 0.43 | 0.76 | 43.00 |\n| endothelial cell of lymphatic vessel | 0.17 | 8.34 | 0.34 | 0.14 | 0.43 | 0.69 | 32.00 |\n| mature NK T cell | 0.11 | 7.29 | 0.26 | 0.18 | 0.48 | 0.83 | 19.00 |\n| mast cell | 0.03 | 7.90 | 0.28 | 0.17 | 0.48 | 0.79 | 16.00 |"
 }