A user-guided Bayesian framework for ensemble feature selection in life science applications (UBayFS)
type: Item
instance of: scholarly article
published in: Machine Learning
volume: 111
issue: 10
page(s): 3897-3923
publication date: 2022-08-22T00:00:00Z
publication date: 2022-11-28T00:00:00Z
author: Anna Jenul
author: Stefan Schrunner
author: Jürgen Pilz
author: Oliver Tomic
title: A user-guided Bayesian framework for ensemble feature selection in life science applications (UBayFS)
full work available at URL: https://arxiv.org/abs/2104.14787
Mathematics Subject Classification ID: 68T05
zbMATH DE Number: 7624290
zbMATH Keywords: ensemble feature selection
zbMATH Keywords: Bayesian model
zbMATH Keywords: Dirichlet-multinomial
zbMATH Keywords: user constraints
cites work: hyperdirichlet
cites work: hyper2
cites work: Q4893747
cites work: Random forests
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cites work: Generalized Dirichlet distribution in Bayesian analysis
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describes a project that uses: hyperdirichlet
describes a project that uses: hyper2
describes a project that uses: Scikit
describes a project that uses: spls
describes a project that uses: R
MaRDI profile type: Publication
OpenAlex ID: W3158376376
DOI: 10.1007/S10994-022-06221-9
description: scientific article; zbMATH DE number 7624290