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adata.h5ad

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7c75961774939952faf753a020b290017b33536dc4684e4e560000559d27e218
+oid sha256:8c0585d1f2efdb342c97438459d0af3c532e84aa4b852b1e53fca816d23afb40
 size 6454012

metrics.json

@@ -1,5 +1,5 @@
 {
-    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 2.12  | 2.22           |\n| Pearson Correlation | 0.50  | 0.54  |\n| Spearman Correlation | 0.40 | 0.38  |\n| R\u00b2 (R-Squared) | -0.24  | -0.29      |",
-    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 8.48   |\n| Pearson Correlation | 0.55  |\n| Spearman Correlation | 0.56 |\n| R\u00b2 (R-Squared) | -1.14  |",
-    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| macrophage | 0.93 | 1.21 | 0.62 | 0.94 | 0.25 | 0.75 | 1379.00 |\n| monocyte | 0.85 | 2.11 | 0.56 | 0.84 | 0.24 | 0.68 | 605.00 |\n| endothelial cell of hepatic sinusoid | 0.75 | 1.94 | 0.62 | 0.89 | 0.54 | 0.82 | 341.00 |\n| mature NK T cell | 0.82 | 2.83 | 0.64 | 0.88 | 0.47 | 0.83 | 231.00 |\n| neutrophil | 0.44 | 4.37 | 0.45 | 0.76 | 0.16 | 0.51 | 81.00 |\n| fibroblast | 0.70 | 2.75 | 0.66 | 0.83 | 0.54 | 0.77 | 70.00 |\n| hepatocyte | 0.67 | 4.15 | 0.62 | 0.84 | 0.40 | 0.82 | 67.00 |\n| liver dendritic cell | 0.55 | 5.52 | 0.51 | 0.44 | 0.36 | 0.48 | 34.00 |\n| T cell | 0.46 | 8.35 | 0.40 | 0.51 | 0.31 | 0.48 | 20.00 |\n| plasma cell | 0.54 | 6.31 | 0.53 | 0.48 | 0.34 | 0.55 | 19.00 |\n| intrahepatic cholangiocyte | 0.54 | 4.95 | 0.64 | 0.74 | 0.39 | 0.58 | 11.00 |\n| erythrocyte | 0.24 | 8.16 | 0.33 | 0.29 | 0.23 | 0.80 | 2.00 |"
+    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 2.11  | 2.17           |\n| Pearson Correlation | 0.50  | 0.52  |\n| Spearman Correlation | 0.43 | 0.35  |\n| R\u00b2 (R-Squared) | -0.23  | -0.67      |",
+    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 8.50   |\n| Pearson Correlation | 0.55  |\n| Spearman Correlation | 0.56 |\n| R\u00b2 (R-Squared) | -1.08  |",
+    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| macrophage | 0.92 | 1.25 | 0.59 | 0.94 | 0.25 | 0.75 | 1379.00 |\n| monocyte | 0.81 | 1.96 | 0.60 | 0.85 | 0.23 | 0.68 | 605.00 |\n| endothelial cell of hepatic sinusoid | 0.76 | 1.92 | 0.62 | 0.89 | 0.54 | 0.82 | 341.00 |\n| mature NK T cell | 0.81 | 2.87 | 0.63 | 0.87 | 0.47 | 0.83 | 231.00 |\n| neutrophil | 0.44 | 4.43 | 0.42 | 0.74 | 0.17 | 0.51 | 81.00 |\n| fibroblast | 0.64 | 2.64 | 0.68 | 0.84 | 0.53 | 0.76 | 70.00 |\n| hepatocyte | 0.72 | 4.07 | 0.63 | 0.83 | 0.40 | 0.82 | 67.00 |\n| liver dendritic cell | 0.56 | 5.45 | 0.51 | 0.46 | 0.35 | 0.47 | 34.00 |\n| T cell | 0.45 | 8.64 | 0.36 | 0.47 | 0.32 | 0.48 | 20.00 |\n| plasma cell | 0.51 | 6.32 | 0.53 | 0.49 | 0.33 | 0.55 | 19.00 |\n| intrahepatic cholangiocyte | 0.52 | 4.78 | 0.66 | 0.76 | 0.39 | 0.57 | 11.00 |\n| erythrocyte | 0.27 | 8.36 | 0.34 | 0.28 | 0.23 | 0.80 | 2.00 |"
 }

model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c75cc415b3cea572b0f175ccedf8c6a39efe7e8cb73e5cb89950ac79f4c3361a
+oid sha256:806ffc23c6f0eb5a56cd571dab2b7c8d02267dc722a6e1d2b3ac6cdb5a45c08b
 size 8689388