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adata.h5ad

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:65a34c17d931ed2e2553f034a1caa5b89f523d07e6ddd6f0af0dae9e9dc7309f
-size 14689904
+oid sha256:dac99b85c64bbe5d4de599f4b0fc5cffa6c1d7a15eabef112b87c3cb110d3cd3
+size 25924604

metrics.json

@@ -1,5 +1,5 @@
 {
-    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.94  | 2.12           |\n| Pearson Correlation | 0.89  | 0.87  |\n| Spearman Correlation | 0.88 | 0.86  |\n| R\u00b2 (R-Squared) | 0.76  | 0.71      |",
-    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 17.66   |\n| Pearson Correlation | 0.65  |\n| Spearman Correlation | 0.67 |\n| R\u00b2 (R-Squared) | -1.56  |",
-    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| epithelial cell | 0.96 | 0.88 | 0.64 | 0.90 | 0.13 | 0.85 | 6637.00 |\n| basal cell of prostate epithelium | 0.93 | 0.77 | 0.66 | 0.93 | 0.48 | 0.89 | 3198.00 |\n| CD8-positive, alpha-beta T cell | 0.92 | 2.89 | 0.64 | 0.83 | 0.30 | 0.82 | 1081.00 |\n| endothelial cell | 0.81 | 3.28 | 0.61 | 0.81 | 0.49 | 0.86 | 471.00 |\n| mature NK T cell | 0.87 | 4.37 | 0.56 | 0.73 | 0.35 | 0.78 | 430.00 |\n| macrophage | 0.87 | 3.15 | 0.66 | 0.83 | 0.44 | 0.84 | 317.00 |\n| club cell | 0.77 | 2.33 | 0.60 | 0.79 | 0.51 | 0.80 | 290.00 |\n| smooth muscle cell | 0.83 | 3.19 | 0.64 | 0.81 | 0.50 | 0.83 | 285.00 |\n| fibroblast | 0.85 | 3.50 | 0.67 | 0.79 | 0.47 | 0.80 | 207.00 |\n| luminal cell of prostate epithelium | 0.70 | 4.12 | 0.62 | 0.71 | 0.48 | 0.76 | 60.00 |\n| erythroid progenitor cell | 0.43 | 5.23 | 0.39 | 0.36 | 0.38 | 0.95 | 52.00 |\n| monocyte | 0.62 | 4.99 | 0.71 | 0.80 | 0.22 | 0.65 | 33.00 |\n| stromal cell | 0.32 | 7.62 | 0.47 | 0.53 | 0.23 | 0.47 | 32.00 |"
+    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 2.14  | 2.30           |\n| Pearson Correlation | 0.89  | 0.87  |\n| Spearman Correlation | 0.86 | 0.86  |\n| R\u00b2 (R-Squared) | 0.75  | 0.72      |",
+    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 18.68   |\n| Pearson Correlation | 0.66  |\n| Spearman Correlation | 0.71 |\n| R\u00b2 (R-Squared) | -1.19  |",
+    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| luminal cell of prostate epithelium | 0.95 | 0.32 | 0.89 | 0.98 | 0.09 | 0.04 | 10652.00 |\n| basal cell of prostate epithelium | 0.88 | 0.42 | 0.81 | 0.97 | 0.84 | 0.66 | 3495.00 |\n| CD8-positive, alpha-beta T cell | 0.92 | 1.01 | 0.69 | 0.93 | 0.05 | 0.02 | 2516.00 |\n| endothelial cell | 0.89 | 1.07 | 0.70 | 0.94 | 0.71 | 0.68 | 1205.00 |\n| macrophage | 0.86 | 0.99 | 0.65 | 0.95 | 0.49 | 0.45 | 1022.00 |\n| fibroblast | 0.80 | 1.48 | 0.67 | 0.91 | 0.30 | 0.28 | 519.00 |\n| mature NK T cell | 0.86 | 3.60 | 0.58 | 0.79 | 0.22 | 0.13 | 487.00 |\n| smooth muscle cell | 0.85 | 1.99 | 0.58 | 0.85 | 0.48 | 0.42 | 477.00 |\n| neutrophil | 0.88 | 4.94 | 0.58 | 0.70 | 0.12 | 0.02 | 261.00 |\n| erythrocyte | 0.54 | 6.25 | 0.42 | 0.33 | 0.25 | 0.02 | 139.00 |\n| CD4-positive, alpha-beta T cell | 0.80 | 5.38 | 0.53 | 0.65 | 0.20 | 0.02 | 116.00 |\n| B cell | 0.75 | 4.93 | 0.59 | 0.71 | 0.15 | 0.02 | 101.00 |\n| mast cell | 0.60 | 7.23 | 0.46 | 0.47 | 0.39 | 0.03 | 26.00 |\n| T cell | 0.22 | 9.85 | 0.34 | 0.29 | 0.32 | 0.02 | 14.00 |"
 }

model.pt

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