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README.md
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@@ -63,10 +63,10 @@ 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 | 18.
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| Pearson Correlation | 0.66 |
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| Spearman Correlation | 0.
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| R² (R-Squared) | -0.
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</details>
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@@ -83,21 +83,21 @@ cell-type.
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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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| fibroblast | 0.95 | 1.
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| macrophage | 0.
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| bladder urothelial cell | 0.
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| T cell | 0.91 | 1.
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| myofibroblast cell | 0.89 | 1.
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| plasma cell | 0.77 | 2.
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| mast cell | 0.
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| pericyte | 0.93 | 2.
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| mature NK T cell | 0.84 |
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| smooth muscle cell | 0.89 |
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| vein endothelial cell | 0.
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| B cell | 0.
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| capillary endothelial cell | 0.
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| endothelial cell of lymphatic vessel | 0.
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| plasmacytoid dendritic cell | 0.
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</details>
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| Metric | Training Value |
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|-------------------------|----------------|
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| Mean Absolute Error | 18.47 |
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| Pearson Correlation | 0.66 |
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| Spearman Correlation | 0.72 |
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| R² (R-Squared) | -0.70 |
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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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| fibroblast | 0.95 | 1.07 | 0.78 | 0.95 | 0.34 | 0.90 | 5557.00 |
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| macrophage | 0.91 | 1.11 | 0.73 | 0.94 | 0.31 | 0.88 | 5338.00 |
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| bladder urothelial cell | 0.92 | 1.01 | 0.79 | 0.95 | 0.42 | 0.91 | 4151.00 |
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| T cell | 0.91 | 1.93 | 0.73 | 0.89 | 0.23 | 0.86 | 2916.00 |
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| myofibroblast cell | 0.89 | 1.98 | 0.66 | 0.86 | 0.35 | 0.84 | 2078.00 |
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| plasma cell | 0.77 | 2.46 | 0.65 | 0.86 | 0.17 | 0.87 | 1141.00 |
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| mast cell | 0.90 | 2.71 | 0.63 | 0.81 | 0.22 | 0.80 | 1029.00 |
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| pericyte | 0.93 | 2.31 | 0.70 | 0.85 | 0.29 | 0.78 | 875.00 |
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| mature NK T cell | 0.84 | 3.15 | 0.66 | 0.82 | 0.43 | 0.87 | 508.00 |
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| smooth muscle cell | 0.89 | 3.10 | 0.70 | 0.79 | 0.29 | 0.82 | 290.00 |
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| vein endothelial cell | 0.78 | 3.33 | 0.66 | 0.83 | 0.37 | 0.79 | 278.00 |
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| B cell | 0.78 | 3.88 | 0.59 | 0.69 | 0.34 | 0.75 | 253.00 |
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| capillary endothelial cell | 0.74 | 3.31 | 0.71 | 0.74 | 0.39 | 0.76 | 77.00 |
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| endothelial cell of lymphatic vessel | 0.77 | 5.10 | 0.61 | 0.69 | 0.30 | 0.70 | 74.00 |
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| plasmacytoid dendritic cell | 0.46 | 6.86 | 0.47 | 0.40 | 0.32 | 0.73 | 18.00 |
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</details>
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