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Browse files- .gitattributes +1 -0
- mdata.h5mu +3 -0
- metrics.json +5 -0
- model.pt +3 -0
.gitattributes
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mdata.h5mu filter=lfs diff=lfs merge=lfs -text
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mdata.h5mu
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version https://git-lfs.github.com/spec/v1
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oid sha256:7999692bd9f11d91d26f80c592d13a578c1cfe270cdab2a8fe09f1a07695fd80
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metrics.json
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{
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"cell_wise_cv": "Modality: protein\n\n| Metric | Training Value | Validation Value |\n|-------------------------|----------------|------------------|\n| Mean Absolute Error | 0.32 | 0.33 |\n| Pearson Correlation | 0.52 | 0.51 |\n| Spearman Correlation | 0.49 | 0.49 |\n| R\u00b2 (R-Squared) | -0.01 | -0.01 |\n\n",
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"gene_wise_cv": "Modality: protein\n\n| Metric | Training Value |\n|-------------------------|----------------|\n| Mean Absolute Error | 0.32 |\n| Pearson Correlation | 0.87 |\n| Spearman Correlation | 0.95 |\n| R\u00b2 (R-Squared) | 0.16 |\n\n",
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"diff_exp": "Modality: protein\n\n| Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| DP (Q2) | 0.91 | 0.09 | 0.99 | 0.98 | 0.50 | 0.99 | 10864.00 |\n| DP (Sig.) | 0.91 | 0.09 | 0.97 | 0.93 | 0.21 | 0.93 | 9824.00 |\n| DP (Q1) | 1.00 | 0.08 | 0.99 | 0.98 | 0.61 | 0.98 | 8556.00 |\n| Mature CD4 | 0.91 | 0.13 | 0.99 | 0.98 | 0.57 | 0.98 | 6525.00 |\n| Immature CD8 | 0.82 | 0.08 | 0.98 | 0.96 | 0.35 | 0.95 | 5686.00 |\n| DP (P) | 1.00 | 0.12 | 0.98 | 0.92 | 0.52 | 0.92 | 5593.00 |\n| Immature CD4 | 1.00 | 0.10 | 0.99 | 0.94 | 0.32 | 0.94 | 5164.00 |\n| Mature CD8 | 0.91 | 0.13 | 0.99 | 0.97 | 0.40 | 0.96 | 4234.00 |\n| DN | 0.82 | 0.14 | 0.99 | 0.94 | 0.57 | 0.92 | 2395.00 |\n| GD T | 0.82 | 0.13 | 0.99 | 0.95 | 0.39 | 0.93 | 2279.00 |\n| Treg | 0.91 | 0.12 | 0.98 | 0.98 | 0.44 | 0.95 | 1966.00 |\n| Neg. sel. (2) | 0.91 | 0.10 | 0.99 | 0.97 | 0.25 | 0.90 | 1560.00 |\n| Dying | 0.82 | 0.13 | 0.93 | 0.91 | 0.52 | 0.93 | 1552.00 |\n| Neg. sel. (1) | 0.82 | 0.13 | 0.97 | 0.95 | 0.27 | 0.87 | 1206.00 |\n| Mature cycling | 0.73 | 0.17 | 0.97 | 0.94 | 0.27 | 0.89 | 992.00 |\n| Interferon sig. | 0.91 | 0.09 | 0.94 | 0.78 | 0.15 | 0.91 | 984.00 |\n| NKT | 0.82 | 0.18 | 0.95 | 0.95 | 0.56 | 0.93 | 928.00 |\n| Myeloid | 1.00 | 0.18 | 0.97 | 0.93 | 0.66 | 0.97 | 908.00 |\n| Doublet | 0.55 | 0.35 | 0.60 | 0.46 | 0.81 | 0.99 | 677.00 |\n| B | 0.73 | 0.60 | 0.93 | 0.81 | 0.40 | 0.78 | 106.00 |\n| Erythrocyte | 0.55 | 0.74 | 0.79 | 0.69 | 0.50 | 0.59 | 43.00 |\n\n"
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}
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model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:d0ca8e5a2c76958b68f4b1ce4c18f6cbd5922da2a27c3dc555f59a59fb4cca5a
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size 19745313
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