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README.md
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@@ -53,8 +53,8 @@ space might still be useful for analysis.
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| Mean Absolute Error | 3.08 | 3.02 |
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| Pearson Correlation | 0.70 | 0.72 |
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| Spearman Correlation | 0.
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| R² (R-Squared) | 0.
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The gene-wise coefficient of variation summarizes how well variation between different genes is
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preserved by the generated model expression. This value is usually quite high.
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| Metric | Training Value |
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| Mean Absolute Error | 25.
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| Pearson Correlation | 0.67 |
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| Spearman Correlation | 0.71 |
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| R² (R-Squared) | -
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</details>
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| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |
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| --- | --- | --- | --- | --- | --- | --- | --- |
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| neutrophil | 0.
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| CD4-positive, alpha-beta T cell | 0.87 | 3.
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| monocyte | 0.
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| CD8-positive, alpha-beta T cell | 0.
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| granulocyte | 0.
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| plasma cell | 0.
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| erythroid progenitor cell | 0.
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| mature NK T cell | 0.59 | 5.
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| hematopoietic stem cell | 0.
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| memory B cell | 0.
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| common myeloid progenitor | 0.
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| macrophage | 0.
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| naive B cell | 0.
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| erythrocyte | 0.
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</details>
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|-------------------------|----------------|------------------|
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| Mean Absolute Error | 3.08 | 3.02 |
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| Pearson Correlation | 0.70 | 0.72 |
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| Spearman Correlation | 0.72 | 0.73 |
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| R² (R-Squared) | 0.25 | 0.28 |
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The gene-wise coefficient of variation summarizes how well variation between different genes is
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preserved by the generated model expression. This value is usually quite high.
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| Metric | Training Value |
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|-------------------------|----------------|
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| Mean Absolute Error | 25.94 |
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| Pearson Correlation | 0.67 |
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| Spearman Correlation | 0.71 |
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| R² (R-Squared) | -54.23 |
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</details>
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| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |
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| --- | --- | --- | --- | --- | --- | --- | --- |
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| neutrophil | 0.90 | 4.02 | 0.13 | 0.39 | 0.32 | 0.87 | 2911.00 |
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| CD4-positive, alpha-beta T cell | 0.87 | 3.14 | 0.21 | 0.49 | 0.45 | 0.82 | 2025.00 |
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| monocyte | 0.84 | 2.84 | 0.22 | 0.49 | 0.44 | 0.77 | 1389.00 |
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| CD8-positive, alpha-beta T cell | 0.75 | 4.40 | 0.12 | 0.42 | 0.42 | 0.76 | 1147.00 |
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| granulocyte | 0.69 | 3.71 | 0.24 | 0.53 | 0.55 | 0.86 | 853.00 |
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| plasma cell | 0.75 | 4.56 | 0.14 | 0.26 | 0.34 | 0.88 | 825.00 |
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| erythroid progenitor cell | 0.74 | 4.12 | 0.29 | 0.61 | 0.57 | 0.91 | 757.00 |
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| mature NK T cell | 0.59 | 5.74 | 0.14 | 0.27 | 0.44 | 0.72 | 678.00 |
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| hematopoietic stem cell | 0.73 | 3.70 | 0.17 | 0.41 | 0.54 | 0.83 | 617.00 |
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| memory B cell | 0.52 | 6.95 | 0.22 | 0.20 | 0.43 | 0.72 | 310.00 |
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| common myeloid progenitor | 0.83 | 4.78 | 0.23 | 0.53 | 0.62 | 0.90 | 287.00 |
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| macrophage | 0.69 | 7.61 | 0.34 | 0.37 | 0.44 | 0.81 | 265.00 |
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| naive B cell | 0.46 | 8.94 | 0.22 | 0.16 | 0.45 | 0.73 | 142.00 |
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| erythrocyte | 0.50 | 10.99 | 0.25 | 0.13 | 0.45 | 0.93 | 87.00 |
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</details>
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