Machine learning models, and training, validation and test datasets for: "Sequence determinants of human gene regulatory elements"

This record contains the training, test and validation datasets used to train and evaluate the machine learning models in manuscript: <strong>Sahu, Biswajyoti, et al. "Sequence determinants of human gene regulatory elements." (2021).</strong> <br> This record contains also the final hyperparameter-optimized models for each training dataset/task combination described in the manuscript. The README-files provided with the record describe the datasets and models in more detail. The datasets deposited here are derived from the original raw data (GEO accession: GSE180158) as described in the Methods of the manuscript.本数据集记录包含用于训练与评估论文《人类基因调控元件的序列决定因子》（Sequence determinants of human gene regulatory elements）[Sahu, Biswajyoti 等, 2021]中所述机器学习模型的训练集、测试集与验证集。本记录亦包含论文中提及的各训练集与任务组合对应的经超参数优化后的最终模型。本记录附带的README文件将对数据集与模型进行更为详细的说明。本记录收录的数据集源自论文方法部分所述的原始未处理数据（基因表达综合数据库（Gene Expression Omnibus，简称GEO）收录编号：GSE180158）。