SOAK: Same/Other/All K-fold cross-validation for estimating similarity of patterns in data subsets

Toby Dylan Hocking, Gabrielle Thibault, Cameron Scott Bodine +3

In many real-world applications of machine learning, we are interested to know if it is possible to train on the data that we have gathered so far, and obtain accurate predictions…