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adata.h5ad

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5064e05bb6f438635590a44f3bc3a4e220b7294ca8e379dfc66ae0edc8dc1735
+oid sha256:14b5a8c3be2bf85d661aac3d7d96e65bdb2a575858660c1b6304960604059ead
 size 7310510

metrics.json

@@ -1,5 +1,5 @@
 {
-    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.14  | 1.16           |\n| Pearson Correlation | 0.65  | 0.64  |\n| Spearman Correlation | 0.70 | 0.71  |\n| R\u00b2 (R-Squared) | 0.12  | 0.14      |",
-    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 2.68   |\n| Pearson Correlation | 0.85  |\n| Spearman Correlation | 0.95 |\n| R\u00b2 (R-Squared) | -0.01  |",
-    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| Ventricular_Cardiomyocyte | 0.94 | 1.19 | 0.65 | 0.96 | 0.29 | 0.91 | 5307.00 |\n| Endothelial | 0.97 | 0.90 | 0.63 | 0.91 | 0.26 | 0.94 | 4109.00 |\n| Pericytes | 0.92 | 1.06 | 0.40 | 0.85 | 0.21 | 0.87 | 3204.00 |\n| Fibroblast | 0.94 | 1.28 | 0.60 | 0.93 | 0.35 | 0.90 | 2446.00 |\n| Atrial_Cardiomyocyte | 0.93 | 2.31 | 0.55 | 0.87 | 0.36 | 0.84 | 1009.00 |\n| Myeloid | 0.88 | 2.19 | 0.53 | 0.87 | 0.40 | 0.90 | 957.00 |\n| Lymphoid | 0.90 | 3.20 | 0.46 | 0.77 | 0.31 | 0.85 | 653.00 |\n| Smooth_muscle_cells | 0.85 | 2.90 | 0.53 | 0.74 | 0.33 | 0.80 | 641.00 |\n| Neuronal | 0.43 | 5.10 | 0.48 | 0.48 | 0.38 | 0.65 | 153.00 |\n| Adipocytes | 0.84 | 4.31 | 0.55 | 0.74 | 0.51 | 0.80 | 145.00 |\n| Mesothelial | 0.37 | 9.51 | 0.34 | 0.28 | 0.40 | 0.65 | 17.00 |"
+    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.24  | 1.31           |\n| Pearson Correlation | 0.52  | 0.49  |\n| Spearman Correlation | 0.58 | 0.56  |\n| R\u00b2 (R-Squared) | -0.84  | -0.95      |",
+    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 2.67   |\n| Pearson Correlation | 0.85  |\n| Spearman Correlation | 0.95 |\n| R\u00b2 (R-Squared) | 0.03  |",
+    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| Ventricular_Cardiomyocyte | 0.96 | 1.33 | 0.65 | 0.96 | 0.29 | 0.91 | 5307.00 |\n| Endothelial | 0.93 | 0.89 | 0.64 | 0.91 | 0.26 | 0.94 | 4109.00 |\n| Pericytes | 0.94 | 1.08 | 0.48 | 0.85 | 0.22 | 0.87 | 3204.00 |\n| Fibroblast | 0.94 | 1.38 | 0.60 | 0.91 | 0.36 | 0.90 | 2446.00 |\n| Atrial_Cardiomyocyte | 0.95 | 2.28 | 0.49 | 0.84 | 0.38 | 0.84 | 1009.00 |\n| Myeloid | 0.90 | 2.24 | 0.53 | 0.87 | 0.40 | 0.90 | 957.00 |\n| Lymphoid | 0.92 | 3.25 | 0.47 | 0.76 | 0.31 | 0.85 | 653.00 |\n| Smooth_muscle_cells | 0.84 | 2.98 | 0.51 | 0.73 | 0.36 | 0.81 | 641.00 |\n| Neuronal | 0.51 | 5.32 | 0.44 | 0.46 | 0.38 | 0.67 | 153.00 |\n| Adipocytes | 0.77 | 4.52 | 0.52 | 0.72 | 0.52 | 0.80 | 145.00 |\n| Mesothelial | 0.29 | 10.24 | 0.30 | 0.20 | 0.39 | 0.64 | 17.00 |"
 }

model.pt

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 size 3331738