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Browse files- adata.h5ad +1 -1
- metrics.json +3 -3
adata.h5ad
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 202375821
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version https://git-lfs.github.com/spec/v1
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oid sha256:16f28e1f48fe2bef34ab3b99223f4c3af2ffcc1596cd230f260de33bc64fbd21
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size 202375821
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metrics.json
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{
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"cell_wise_cv": "| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 1.47 | 1.54 |\n| Pearson Correlation | 0.95 | 0.
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"gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 6.
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"diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| CD4-positive, alpha-beta T cell | 0.
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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 | 1.47 | 1.54 |\n| Pearson Correlation | 0.95 | 0.94 |\n| Spearman Correlation | 0.93 | 0.93 |\n| R\u00b2 (R-Squared) | 0.85 | 0.83 |",
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"gene_wise_cv": "| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 6.54 |\n| Pearson Correlation | 0.89 |\n| Spearman Correlation | 0.96 |\n| R\u00b2 (R-Squared) | 0.16 |",
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"diff_exp": "| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| CD4-positive, alpha-beta T cell | 0.94 | 4.33 | 0.32 | 0.38 | 0.30 | 0.82 | 2872.00 |\n| enterocyte of epithelium of large intestine | 0.93 | 3.60 | 0.20 | 0.59 | 0.31 | 0.79 | 2764.00 |\n| CD8-positive, alpha-beta T cell | 0.92 | 4.91 | 0.39 | 0.45 | 0.32 | 0.83 | 2105.00 |\n| fibroblast | 0.86 | 5.73 | 0.29 | 0.56 | 0.56 | 0.89 | 852.00 |\n| paneth cell of colon | 0.91 | 6.10 | 0.29 | 0.44 | 0.37 | 0.83 | 831.00 |\n| monocyte | 0.91 | 7.72 | 0.30 | 0.40 | 0.49 | 0.89 | 543.00 |\n| B cell | 0.88 | 7.30 | 0.32 | 0.29 | 0.36 | 0.82 | 469.00 |\n| large intestine goblet cell | 0.85 | 6.77 | 0.32 | 0.36 | 0.39 | 0.78 | 385.00 |\n| plasma cell | 0.84 | 8.27 | 0.16 | 0.18 | 0.37 | 0.86 | 330.00 |\n| intestinal crypt stem cell of large intestine | 0.81 | 7.11 | 0.38 | 0.33 | 0.40 | 0.77 | 114.00 |\n| transit amplifying cell of colon | 0.54 | 5.99 | 0.46 | 0.40 | 0.36 | 0.73 | 52.00 |\n| mast cell | 0.41 | 7.87 | 0.33 | 0.23 | 0.40 | 0.79 | 38.00 |\n| gut endothelial cell | 0.43 | 9.47 | 0.30 | 0.18 | 0.42 | 0.76 | 31.00 |\n| neutrophil | 0.45 | 10.05 | 0.28 | 0.15 | 0.39 | 0.78 | 22.00 |\n| intestinal enteroendocrine cell | 0.30 | 7.30 | 0.36 | 0.33 | 0.37 | 0.73 | 19.00 |\n| intestinal tuft cell | 0.21 | 6.39 | 0.35 | 0.34 | 0.35 | 0.77 | 12.00 |"
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}
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