Quality of consensus networks (MRC and OneNet consensus) in terms of PPV/TPR assessed on simulated datasets of size <i>n</i> = 100 samples.

Quality of consensus networks (MRC and OneNet consensus) in terms of PPV/TPR assessed on simulated datasets of size <i>n</i> = 100 samples.

<p>Striped (resp. no-strip) boxplots show PPV (resp. TPR) values.</p> <p>(TIF)</p>

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Bibliographic Details
Main Author: Camille Champion (15238934) (author)
Other Authors: Raphaëlle Momal (16035125) (author), Emmanuelle Le Chatelier (28764) (author), Mathilde Sola (20396472) (author), Mahendra Mariadassou (197789) (author), Magali Berland (10072345) (author)
Published: 2024
Subjects:
Microbiology
Genetics
Molecular Biology
Infectious Diseases
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
several statistically grounded
resulting network exhibited
onenet &# 8212
gut microbiome data
microbial communities influence
stability selection framework
slightly sparser networks
method generally led
consensus network inference
stability selection
synthetic data
present onenet
one network
inferred network
microbial species
microbial guild
microbial ecology
single method
resampling procedure
reproducible networks
reproducible edges
regularization parameter
often edges
major challenge
existing methods
direct interactions
different networks
cirrothic patients
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Description
Summary:<p>Striped (resp. no-strip) boxplots show PPV (resp. TPR) values.</p> <p>(TIF)</p>

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