edbeeching/malinois-mpra-regression
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资源简介:
该数据集预处理了Gosai等人2024年的补充MPRA表,用于Malinois基准测试中的监督DNA到活性回归任务。每一行包含一个DNA序列和三个细胞类型特异性活性目标:K562_log2FC、HepG2_log2FC和SKNSH_log2FC。数据集规模在10万到100万行之间,涉及生物学、基因组学、DNA和MPRA(大规模平行报告基因分析)领域,适用于表格回归任务。
This dataset preprocesses the Gosai et al. 2024 supplementary MPRA table used by the Malinois benchmark for supervised DNA-to-activity regression. Each row contains a DNA sequence and three cell-type-specific activity targets: K562_log2FC, HepG2_log2FC, and SKNSH_log2FC. It is a tabular regression dataset in the fields of biology, genomics, DNA, and MPRA, with a size between 100K and 1M rows.
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edbeeching


