Benchmarking missing-values approaches for predictive models on health databases

Alexandre Perez-Lebel, Gaël Varoquaux, Marine Le Morvan +2

BACKGROUND: As databases grow larger, it becomes harder to fully control their collection, and they frequently come with missing values: incomplete observations. These large databa…