L1000 gene expression dataset

该数据集包含了来自10种细胞系的基因表达数据，旨在预测缺失的基因表达值。在数据集中，基因表达值被随机遮盖，遮盖的概率为60%，以便进行预测。该数据集的规模包括10种细胞系、1482个样本和714个基因。所面临的任务是预测缺失的基因表达值。

This dataset comprises gene expression data from 10 cell lines, with the primary goal of predicting missing gene expression values. For the purpose of model development and evaluation, 60% of the gene expression values within the dataset are randomly masked. In terms of dataset scale, it includes 10 cell lines, 1482 samples, and 714 genes. The core task associated with this dataset is to predict missing gene expression values.