Mosmafs: Multi-Objective Simultaneous Model and Feature Selection. R Package

MCML Authors

Martin Binder

→ Group Bernd Bischl
 Statistical Learning and Data Science

Susanne Dandl

Dr.

* Former Member

→ Group Bernd Bischl
 Statistical Learning and Data Science

Julia Moosbauer

Dr.

* Former Member

→ Group Bernd Bischl
 Statistical Learning and Data Science

Abstract

mosmafs offers a variety of tools that make it possible to use the ecr package for multi-objective optimization of mixed parameter spaces. Mixed here means spaces that both include categorical and numeric hyperparameters. The following (a little contrived) example shows how to use these tools.

manual BDM19

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SW Package

Jan. 2019

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Authors

M. Binder • S. Dandl • J. Moosbauer

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Links

GitHub

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Research Area

 A1 | Statistical Foundations & Explainability