no code implementations • 3 Sep 2021 • Henri Tiittanen, Liisa Holm, Petri Törönen
We present an extensive comparison of various types of cross validation methods in which we show that optisplit produces more even cross validation splits than the existing methods and that it is fast enough to be used on big Gene Ontology (GO) datasets.
no code implementations • 9 Oct 2019 • Henri Tiittanen, Emilia Oikarinen, Andreas Henelius, Kai Puolamäki
Regression analysis is a standard supervised machine learning method used to model an outcome variable in terms of a set of predictor variables.