Generated image samples.

Generated image samples.

<p>a) is the image actually used for CNNs training. b) is a rescaled version of the Train Plot, adjusted for visual clarity because the original Train Plot was too dark and not visually appealing; this image was not used for actual training.</p>

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Bibliographic Details
Main Author: Jeseok Lee (21101255) (author)
Other Authors: Byungwon Kim (10178335) (author)
Published: 2025
Subjects:
Ecology
Science Policy
Hematology
Infectious Diseases
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Chemical Sciences not elsewhere classified
Information Systems not elsewhere classified
square root transformation
amplicon sequence variants
next generation sequencing
new sequencing techniques
fecal sample data
true zero values
fake zero values
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human microbiome project
compositional microbiome data
microbiome data
throughput sequencing
modified deepinsight
data onto
compositional interpretation
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wide range
various fields
two issues
studies involving
recent emphasis
hypersphere using
hypersphere space
dimensional problems
dimensional problem
common issue
cnns ),
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associated microbiomes
also contributed
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Description
Summary:<p>a) is the image actually used for CNNs training. b) is a rescaled version of the Train Plot, adjusted for visual clarity because the original Train Plot was too dark and not visually appealing; this image was not used for actual training.</p>

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