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

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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