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  1. adata.h5ad +1 -1
  2. metrics.json +3 -3
adata.h5ad CHANGED
@@ -1,3 +1,3 @@
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  version https://git-lfs.github.com/spec/v1
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- oid sha256:dd2deb4bd36f973d90351fc5ab39af59105c62835bec0c229e18b9ef40c49a62
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  size 611171601
 
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  version https://git-lfs.github.com/spec/v1
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+ oid sha256:3242c489231ee3a8c216135c805fe8f445c00b58b4ce914725aab4e037feff91
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  size 611171601
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 | 2.52 | 2.47 |\n| Pearson Correlation | 0.99 | 0.99 |\n| Spearman Correlation | 0.94 | 0.94 |\n| R\u00b2 (R-Squared) | 0.94 | 0.94 |",
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- "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 42.77 |\n| Pearson Correlation | 0.44 |\n| Spearman Correlation | 0.45 |\n| R\u00b2 (R-Squared) | -7.42 |",
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- "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| erythrocyte | 0.97 | 1.58 | 0.61 | 0.81 | 0.10 | 0.98 | 10061.00 |\n| neutrophil | 0.89 | 1.41 | 0.62 | 0.90 | 0.23 | 0.91 | 8432.00 |\n| classical monocyte | 0.84 | 0.70 | 0.63 | 0.95 | 0.63 | 0.95 | 7211.00 |\n| mature NK T cell | 0.86 | 1.59 | 0.53 | 0.85 | 0.63 | 0.93 | 2332.00 |\n| naive B cell | 0.95 | 2.09 | 0.51 | 0.82 | 0.49 | 0.88 | 1526.00 |\n| CD8-positive, alpha-beta cytokine secreting effector T cell | 0.88 | 1.86 | 0.51 | 0.80 | 0.65 | 0.93 | 1493.00 |\n| CD4-positive, alpha-beta memory T cell | 0.93 | 1.79 | 0.52 | 0.80 | 0.59 | 0.88 | 949.00 |\n| memory B cell | 0.95 | 2.41 | 0.53 | 0.76 | 0.55 | 0.88 | 597.00 |\n| type I NK T cell | 0.86 | 2.44 | 0.60 | 0.74 | 0.62 | 0.89 | 518.00 |\n| plasma cell | 0.71 | 2.00 | 0.56 | 0.87 | 0.62 | 0.94 | 487.00 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 0.92 | 3.12 | 0.51 | 0.67 | 0.49 | 0.82 | 412.00 |\n| CD8-positive, alpha-beta T cell | 0.92 | 2.64 | 0.53 | 0.72 | 0.59 | 0.88 | 376.00 |\n| platelet | 0.81 | 3.93 | 0.53 | 0.61 | 0.46 | 0.84 | 239.00 |\n| hematopoietic stem cell | 0.89 | 3.66 | 0.52 | 0.61 | 0.65 | 0.89 | 47.00 |\n| T cell | 0.88 | 4.24 | 0.59 | 0.46 | 0.55 | 0.77 | 31.00 |\n| basophil | 0.86 | 3.98 | 0.56 | 0.64 | 0.62 | 0.88 | 29.00 |\n| CD141-positive myeloid dendritic cell | 0.89 | 5.39 | 0.53 | 0.52 | 0.50 | 0.75 | 15.00 |\n| plasmacytoid dendritic cell | 0.89 | 5.75 | 0.51 | 0.41 | 0.48 | 0.72 | 11.00 |"
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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 | 2.52 | 2.49 |\n| Pearson Correlation | 0.99 | 0.99 |\n| Spearman Correlation | 0.94 | 0.94 |\n| R\u00b2 (R-Squared) | 0.94 | 0.94 |",
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+ "gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 42.79 |\n| Pearson Correlation | 0.44 |\n| Spearman Correlation | 0.46 |\n| R\u00b2 (R-Squared) | -7.28 |",
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+ "diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| erythrocyte | 0.97 | 1.58 | 0.60 | 0.82 | 0.09 | 0.98 | 10061.00 |\n| neutrophil | 0.89 | 1.27 | 0.68 | 0.92 | 0.23 | 0.90 | 8432.00 |\n| classical monocyte | 0.85 | 0.69 | 0.65 | 0.95 | 0.63 | 0.95 | 7211.00 |\n| mature NK T cell | 0.86 | 1.67 | 0.49 | 0.85 | 0.64 | 0.93 | 2332.00 |\n| naive B cell | 0.95 | 2.17 | 0.49 | 0.79 | 0.49 | 0.88 | 1526.00 |\n| CD8-positive, alpha-beta cytokine secreting effector T cell | 0.87 | 1.88 | 0.50 | 0.80 | 0.65 | 0.93 | 1493.00 |\n| CD4-positive, alpha-beta memory T cell | 0.93 | 1.85 | 0.49 | 0.77 | 0.59 | 0.88 | 949.00 |\n| memory B cell | 0.95 | 2.51 | 0.50 | 0.75 | 0.55 | 0.88 | 597.00 |\n| type I NK T cell | 0.86 | 2.49 | 0.58 | 0.74 | 0.62 | 0.89 | 518.00 |\n| plasma cell | 0.73 | 1.89 | 0.60 | 0.88 | 0.62 | 0.94 | 487.00 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 0.92 | 2.80 | 0.58 | 0.72 | 0.48 | 0.82 | 412.00 |\n| CD8-positive, alpha-beta T cell | 0.91 | 2.40 | 0.59 | 0.74 | 0.58 | 0.87 | 376.00 |\n| platelet | 0.82 | 4.13 | 0.49 | 0.60 | 0.45 | 0.84 | 239.00 |\n| hematopoietic stem cell | 0.88 | 3.69 | 0.51 | 0.61 | 0.66 | 0.89 | 47.00 |\n| T cell | 0.88 | 4.26 | 0.58 | 0.43 | 0.54 | 0.76 | 31.00 |\n| basophil | 0.89 | 3.91 | 0.57 | 0.64 | 0.62 | 0.88 | 29.00 |\n| CD141-positive myeloid dendritic cell | 0.90 | 5.19 | 0.55 | 0.53 | 0.49 | 0.75 | 15.00 |\n| plasmacytoid dendritic cell | 0.86 | 5.46 | 0.53 | 0.44 | 0.46 | 0.71 | 11.00 |"
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  }