Standardness Clouds Meaning: A Position Regarding the Informed Usage of Standard Datasets

Tim Cech, Ole Wegen, Daniel Atzberger +3

Standard datasets are frequently used to train and evaluate Machine Learning models. However, the assumed standardness of these datasets leads to a lack of in-depth discussion on h…