no code implementations • 27 Feb 2017 • Andreas Mayr, Benjamin Hofner, Elisabeth Waldmann, Tobias Hepp, Olaf Gefeller, Matthias Schmid
Statistical boosting algorithms have triggered a lot of research during the last decade.
1 code implementation • 5 Jan 2017 • Giuseppe Casalicchio, Jakob Bossek, Michel Lang, Dominik Kirchhoff, Pascal Kerschke, Benjamin Hofner, Heidi Seibold, Joaquin Vanschoren, Bernd Bischl
We show how the OpenML package allows R users to easily search, download and upload data sets and machine learning tasks.
1 code implementation • 30 Nov 2016 • Janek Thomas, Andreas Mayr, Bernd Bischl, Matthias Schmid, Adam Smith, Benjamin Hofner
We apply this new algorithm to a study to estimate abundance of common eider in Massachusetts, USA, featuring excess zeros, overdispersion, non-linearity and spatio-temporal structures.
no code implementations • 5 Nov 2014 • Benjamin Hofner, Luigi Boccuto, Markus Göker
Limitations are discussed and guidance on the specification and tuning of stability selection is given.