Using Kolmogorov-Smirnov Distance for Measuring Distribution Shift in Machine Learning

Ozan K. Tonguz, Federico Taschin

One of the major problems in Machine Learning (ML) and Artificial Intelligence (AI) is the fact that the probability distribution of the test data in the real world could deviate s…