CRAN/E | mosmafs

mosmafs

Multi-Objective Simultaneous Model and Feature Selection

Installation

About

Performs simultaneous hyperparameter tuning and feature selection through both single-objective and multi-objective optimization as described in Binder, Moosbauer et al. (2019) . Uses the 'ecr'-package as basis but adds mixed integer evolutionary strategies and multi-fidelity functionality as well as operators specific for the problem of feature selection.

github.com/slds-lmu/mosmafs
Bug report File report

Key Metrics

Version 0.1.2-1
Published 2022-11-03 540 days ago
Needs compilation? no
License MIT
License File
CRAN checks mosmafs results

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Maintainer

Maintainer

Martin Binder

developer.mb706@mb706.com

Authors

Martin Binder

aut / cre

Susanne Dandl

aut

Julia Moosbauer

aut

Material

README
NEWS
Reference manual
Package source

Vignettes

Introduction to MOSMaFS
Multi-Fidelity MOSMaFS

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

mosmafs archive

Depends

ecr ≥ 2.1.0

Imports

BBmisc
checkmate ≥ 1.9.0
ParamHelpers
MASS
smoof
mlrCPO ≥ 0.3.4
mlr
parallelMap

Suggests

knitr
ggplot2
magrittr
testthat
rpart
parallel
praznik
mlrMBO
emoa
DiceKriging
rgenoud
randomForest
digest