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mlr3proba: Machine Learning Survival Analysis in R

Aug 18, 2020
Raphael Sonabend, Franz J. Király, Andreas Bender, Bernd Bischl, Michel Lang

* Submitted to JMLR 

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Feature Selection Methods for Cost-Constrained Classification in Random Forests

Aug 17, 2020
Rudolf Jagdhuber, Michel Lang, Jörg Rahnenführer

* Corrected minor typo in Figure 1, Added ancillary files 

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High Dimensional Restrictive Federated Model Selection with multi-objective Bayesian Optimization over shifted distributions

Feb 24, 2019
Xudong Sun, Andrea Bommert, Florian Pfisterer, Jörg Rahnenführer, Michel Lang, Bernd Bischl


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OpenML Benchmarking Suites and the OpenML100

Aug 11, 2017
Bernd Bischl, Giuseppe Casalicchio, Matthias Feurer, Frank Hutter, Michel Lang, Rafael G. Mantovani, Jan N. van Rijn, Joaquin Vanschoren

* Submitted to MLOSS 

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OpenML: An R Package to Connect to the Machine Learning Platform OpenML

May 04, 2017
Giuseppe Casalicchio, Jakob Bossek, Michel Lang, Dominik Kirchhoff, Pascal Kerschke, Benjamin Hofner, Heidi Seibold, Joaquin Vanschoren, Bernd Bischl


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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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