Compound virtual screening by learning-to-rank with gradient boosting decision tree and enrichment-based cumulative gain

Kairi Furui, Masahito Ohue

Learning-to-rank, a machine learning technique widely used in information retrieval, has recently been applied to the problem of ligand-based virtual screening, to accelerate the e…