SeprotHub/Dataset-Solubility
收藏Hugging Face2025-05-09 更新2025-11-01 收录
下载链接：
https://hf-mirror.com/datasets/SeprotHub/Dataset-Solubility
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资源简介：
这个数据集包含了71419个氨基酸序列及其溶解性标签。数据集按照62478个样本作为训练集，6942个样本作为验证集，1999个样本作为测试集进行划分。每个样本的标签为二进制，其中1表示该氨基酸序列是可溶的，0表示不可溶。数据来源于一篇名为DeepSol的研究论文，该论文介绍了一种基于序列的蛋白质溶解性预测的深度学习框架。
This dataset includes 71419 amino acid sequences with their solubility labels. It is split into a training set of 62478 samples, a validation set of 6942 samples, and a test set of 1999 samples. Each sample is labeled with a binary value where 1 indicates solubility and 0 indicates insolubility. The dataset is derived from a research paper titled DeepSol: a deep learning framework for sequence-based protein solubility prediction.
提供机构：
SeprotHub
