Improving molecular machine learning through adaptive subsampling with active learning
Yujing Wen, Zhixiong Li, Yan Xiang, Daniel Reker · Digital Discovery · 2023
Active machine learning can be used to sample training data in an autonomous manner to improve machine learning performance. This approach is competitive with state-of-the-art data sampling approaches, especially on erroneous data.