SaProtHub/DMS_GAL4_YEAST

该数据集包含蛋白质GAL4_YEAST的单点突变及其对应的突变效应评分，这些评分来自深度突变扫描实验。数据集被划分为训练集（941个样本）、验证集（131个样本）和测试集（121个样本）。标签表示基于深度突变扫描实验的每个蛋白质的突变效应评分。

This dataset contains single site mutation of protein GAL4_YEAST and the corresponding mutation effect score from deep mutation scanning experiment. The dataset is split into training, validation, and test sets with 941, 131, and 121 samples respectively. The dataset is from the paper Deep generative models of genetic variation capture the effects of mutations. The label represents the mutation effect score of each protein based on deep mutation scanning experiment.

原始信息汇总

数据集描述

该数据集包含蛋白质GAL4_YEAST的单点突变及其在深度突变扫描实验中的相应突变效应评分。

数据集划分

• 训练集: 941
• 验证集: 131
• 测试集: 121

标签说明

标签表示基于深度突变扫描实验的每个蛋白质的突变效应评分。