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adata.h5ad

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:73d674f6cd1324b0d5ee1ffe9f888a7690d7354850e114b5f8a6213404e0e739
+oid sha256:91f144466e164c7d3ed1f87d5ee9c457c69efe32d3c36e887afd2451a2cb5242
 size 317609285

metrics.json

@@ -1,5 +1,5 @@
 {
-    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 2.75  | 2.81           |\n| Pearson Correlation | 0.84  | 0.84  |\n| Spearman Correlation | 0.86 | 0.86  |\n| R\u00b2 (R-Squared) | 0.40  | 0.42      |",
-    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 35.25   |\n| Pearson Correlation | 0.19  |\n| Spearman Correlation | 0.39 |\n| R\u00b2 (R-Squared) | -17.88  |",
-    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| epithelial cell | 0.94 | 1.29 | 0.45 | 0.74 | 0.18 | 0.86 | 6637.00 |\n| basal cell of prostate epithelium | 0.87 | 1.46 | 0.36 | 0.59 | 0.56 | 0.90 | 3198.00 |\n| CD8-positive, alpha-beta T cell | 0.70 | 4.97 | 0.12 | 0.29 | 0.46 | 0.86 | 1081.00 |\n| endothelial cell | 0.72 | 5.25 | 0.32 | 0.44 | 0.57 | 0.87 | 471.00 |\n| mature NK T cell | 0.67 | 6.93 | 0.14 | 0.24 | 0.48 | 0.81 | 430.00 |\n| macrophage | 0.67 | 6.52 | 0.08 | 0.17 | 0.56 | 0.86 | 317.00 |\n| club cell | 0.55 | 3.82 | 0.28 | 0.31 | 0.54 | 0.77 | 290.00 |\n| smooth muscle cell | 0.59 | 5.36 | 0.27 | 0.37 | 0.57 | 0.83 | 285.00 |\n| fibroblast | 0.48 | 6.66 | 0.26 | 0.22 | 0.54 | 0.80 | 207.00 |\n| luminal cell of prostate epithelium | 0.16 | 6.81 | 0.26 | 0.11 | 0.50 | 0.72 | 60.00 |\n| erythroid progenitor cell | 0.08 | 8.14 | 0.20 | 0.19 | 0.55 | 0.97 | 52.00 |\n| monocyte | 0.44 | 11.67 | 0.19 | 0.34 | 0.49 | 0.74 | 33.00 |\n| stromal cell | 0.10 | 11.06 | 0.10 | 0.12 | 0.48 | 0.60 | 32.00 |"
+    "cell_wise_cv": "| Metric                  | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 2.76  | 2.80           |\n| Pearson Correlation | 0.84  | 0.84  |\n| Spearman Correlation | 0.86 | 0.86  |\n| R\u00b2 (R-Squared) | 0.40  | 0.43      |",
+    "gene_wise_cv": "| Metric                  | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 35.21   |\n| Pearson Correlation | 0.19  |\n| Spearman Correlation | 0.39 |\n| R\u00b2 (R-Squared) | -17.53  |",
+    "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| epithelial cell | 0.95 | 1.33 | 0.39 | 0.72 | 0.18 | 0.86 | 6637.00 |\n| basal cell of prostate epithelium | 0.87 | 1.47 | 0.32 | 0.58 | 0.57 | 0.90 | 3198.00 |\n| CD8-positive, alpha-beta T cell | 0.71 | 4.99 | 0.11 | 0.30 | 0.45 | 0.85 | 1081.00 |\n| endothelial cell | 0.72 | 5.19 | 0.34 | 0.45 | 0.57 | 0.86 | 471.00 |\n| mature NK T cell | 0.65 | 7.04 | 0.12 | 0.25 | 0.48 | 0.81 | 430.00 |\n| macrophage | 0.68 | 6.52 | 0.08 | 0.19 | 0.56 | 0.86 | 317.00 |\n| club cell | 0.55 | 3.74 | 0.31 | 0.32 | 0.53 | 0.77 | 290.00 |\n| smooth muscle cell | 0.60 | 5.30 | 0.28 | 0.38 | 0.56 | 0.83 | 285.00 |\n| fibroblast | 0.51 | 6.64 | 0.27 | 0.20 | 0.53 | 0.80 | 207.00 |\n| luminal cell of prostate epithelium | 0.20 | 7.00 | 0.24 | 0.05 | 0.51 | 0.72 | 60.00 |\n| erythroid progenitor cell | 0.02 | 8.32 | 0.20 | 0.18 | 0.50 | 0.97 | 52.00 |\n| monocyte | 0.42 | 11.62 | 0.19 | 0.35 | 0.49 | 0.74 | 33.00 |\n| stromal cell | 0.11 | 10.93 | 0.12 | 0.13 | 0.47 | 0.59 | 32.00 |"
 }