Robustness of AutoML on Dirty Categorical Data

Marcos L. P. Bueno, Joaquin Vanschoren

The goal of automated machine learning (AutoML) is to reduce trial and error when doing machine learning (ML). Although AutoML methods for classification are able to deal with data…