Missing Features Reconstruction Using a Wasserstein Generative Adversarial Imputation Network

Magda Friedjungová, Daniel Vašata, Maksym Balatsko +1

Missing data is one of the most common preprocessing problems. In this paper, we experimentally research the use of generative and non-generative models for feature reconstruction.…