Forest vs Tree: The $(N,K)$ Trade-off in Reproducible ML Evaluation

Deepak Pandita, Flip Korn, Chris Welty +1

Reproducibility is a cornerstone of scientific validation and of the authority it confers on its results. Reproducibility in machine learning evaluations leads to greater trust, co…