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Performance evaluation and hyperparameter tuning of statistical and machine-learning models using spatial data

Mar 29, 2018
Patrick Schratz, Jannes Muenchow, Eugenia Iturritxa, Jakob Richter, Alexander Brenning

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mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions

Mar 15, 2017
Bernd Bischl, Jakob Richter, Jakob Bossek, Daniel Horn, Janek Thomas, Michel Lang

* 23 pages, 5 figures 

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mlr Tutorial

Sep 18, 2016
Julia Schiffner, Bernd Bischl, Michel Lang, Jakob Richter, Zachary M. Jones, Philipp Probst, Florian Pfisterer, Mason Gallo, Dominik Kirchhoff, Tobias Kühn, Janek Thomas, Lars Kotthoff

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