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  1. adata.h5ad +1 -1
  2. metrics.json +3 -3
  3. model.pt +1 -1
adata.h5ad CHANGED
@@ -1,3 +1,3 @@
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  size 29855720
 
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  version https://git-lfs.github.com/spec/v1
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+ oid sha256:8852e26f338ba7209b6268d38d3b51eaadcee525a0b3f84e44eca5bd297f9df3
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  size 29855720
metrics.json CHANGED
@@ -1,5 +1,5 @@
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  {
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- "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.40 | 1.48 |\n| Pearson Correlation | 0.75 | 0.74 |\n| Spearman Correlation | 0.71 | 0.70 |\n| R\u00b2 (R-Squared) | 0.37 | 0.30 |",
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- "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 18.24 |\n| Pearson Correlation | 0.65 |\n| Spearman Correlation | 0.74 |\n| R\u00b2 (R-Squared) | 0.01 |",
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- "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| mesenchymal stem cell | 0.95 | 0.67 | 0.86 | 0.94 | 0.38 | 0.84 | 14148.00 |\n| skeletal muscle satellite stem cell | 0.91 | 1.30 | 0.65 | 0.89 | 0.34 | 0.77 | 4831.00 |\n| endothelial cell of vascular tree | 0.94 | 1.58 | 0.64 | 0.88 | 0.32 | 0.78 | 3602.00 |\n| capillary endothelial cell | 0.89 | 2.18 | 0.63 | 0.80 | 0.32 | 0.75 | 2015.00 |\n| macrophage | 0.77 | 2.06 | 0.69 | 0.88 | 0.35 | 0.81 | 1989.00 |\n| pericyte | 0.92 | 2.09 | 0.68 | 0.85 | 0.34 | 0.74 | 1794.00 |\n| CD8-positive, alpha-beta T cell | 0.70 | 4.48 | 0.62 | 0.76 | 0.23 | 0.78 | 536.00 |\n| T cell | 0.88 | 4.94 | 0.52 | 0.60 | 0.32 | 0.76 | 407.00 |\n| fast muscle cell | 0.87 | 4.78 | 0.62 | 0.60 | 0.27 | 0.89 | 266.00 |\n| tendon cell | 0.70 | 4.77 | 0.53 | 0.57 | 0.36 | 0.66 | 234.00 |\n| CD4-positive, alpha-beta T cell | 0.81 | 5.02 | 0.62 | 0.70 | 0.26 | 0.72 | 221.00 |\n| slow muscle cell | 0.84 | 4.50 | 0.63 | 0.61 | 0.24 | 0.86 | 163.00 |\n| mature NK T cell | 0.75 | 5.37 | 0.64 | 0.71 | 0.25 | 0.72 | 137.00 |\n| endothelial cell of lymphatic vessel | 0.67 | 5.03 | 0.56 | 0.57 | 0.31 | 0.63 | 134.00 |\n| endothelial cell of artery | 0.77 | 4.45 | 0.62 | 0.61 | 0.38 | 0.74 | 133.00 |\n| smooth muscle cell | 0.69 | 5.21 | 0.58 | 0.55 | 0.35 | 0.75 | 58.00 |\n| mast cell | 0.63 | 6.51 | 0.51 | 0.50 | 0.26 | 0.77 | 46.00 |\n| erythrocyte | 0.19 | 4.68 | 0.32 | 0.41 | 0.55 | 0.97 | 20.00 |\n| mesothelial cell | 0.36 | 6.47 | 0.42 | 0.33 | 0.40 | 0.73 | 12.00 |"
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  }
 
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  {
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+ "cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.40 | 1.47 |\n| Pearson Correlation | 0.76 | 0.75 |\n| Spearman Correlation | 0.71 | 0.71 |\n| R\u00b2 (R-Squared) | 0.37 | 0.33 |",
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+ "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 18.53 |\n| Pearson Correlation | 0.65 |\n| Spearman Correlation | 0.74 |\n| R\u00b2 (R-Squared) | 0.01 |",
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+ "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| mesenchymal stem cell | 0.94 | 0.71 | 0.82 | 0.94 | 0.38 | 0.84 | 14148.00 |\n| skeletal muscle satellite stem cell | 0.93 | 1.36 | 0.64 | 0.87 | 0.34 | 0.77 | 4831.00 |\n| endothelial cell of vascular tree | 0.94 | 1.55 | 0.65 | 0.89 | 0.32 | 0.78 | 3602.00 |\n| capillary endothelial cell | 0.90 | 2.21 | 0.63 | 0.79 | 0.32 | 0.75 | 2015.00 |\n| macrophage | 0.77 | 2.00 | 0.71 | 0.89 | 0.34 | 0.81 | 1989.00 |\n| pericyte | 0.90 | 2.03 | 0.69 | 0.84 | 0.34 | 0.74 | 1794.00 |\n| CD8-positive, alpha-beta T cell | 0.70 | 4.47 | 0.63 | 0.77 | 0.23 | 0.78 | 536.00 |\n| T cell | 0.87 | 4.81 | 0.54 | 0.61 | 0.31 | 0.76 | 407.00 |\n| fast muscle cell | 0.88 | 4.94 | 0.60 | 0.58 | 0.28 | 0.89 | 266.00 |\n| tendon cell | 0.71 | 4.70 | 0.54 | 0.57 | 0.36 | 0.66 | 234.00 |\n| CD4-positive, alpha-beta T cell | 0.80 | 5.22 | 0.59 | 0.69 | 0.27 | 0.72 | 221.00 |\n| slow muscle cell | 0.85 | 4.40 | 0.64 | 0.62 | 0.26 | 0.87 | 163.00 |\n| mature NK T cell | 0.73 | 5.31 | 0.65 | 0.71 | 0.25 | 0.72 | 137.00 |\n| endothelial cell of lymphatic vessel | 0.68 | 4.96 | 0.57 | 0.58 | 0.31 | 0.63 | 134.00 |\n| endothelial cell of artery | 0.75 | 4.49 | 0.61 | 0.60 | 0.38 | 0.74 | 133.00 |\n| smooth muscle cell | 0.71 | 5.16 | 0.58 | 0.56 | 0.34 | 0.75 | 58.00 |\n| mast cell | 0.63 | 6.53 | 0.50 | 0.48 | 0.27 | 0.77 | 46.00 |\n| erythrocyte | 0.22 | 4.84 | 0.32 | 0.39 | 0.54 | 0.97 | 20.00 |\n| mesothelial cell | 0.31 | 6.47 | 0.41 | 0.32 | 0.39 | 0.73 | 12.00 |"
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  }
model.pt CHANGED
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- oid sha256:7c3630ef5423628d8142aa4ac1a52aa66aa90efbb912540cec5731cc170308f3
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  size 8453245
 
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  size 8453245