Predictor complexity and feature selection affect Maxent model transferability: Evidence from global freshwater invasive species

10.1111/ddi.13211

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Main Authors: Low, Bi Wei, Zeng, Yiwen, Tan, Heok Hui, Yeo, Darren C. J.
Other Authors: BIOLOGICAL SCIENCES
Format: Article
Published: Blackwell Publishing Ltd 2022
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Online Access:https://scholarbank.nus.edu.sg/handle/10635/232835
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Institution: National University of Singapore
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spelling sg-nus-scholar.10635-2328352024-04-02T08:12:55Z Predictor complexity and feature selection affect Maxent model transferability: Evidence from global freshwater invasive species Low, Bi Wei Zeng, Yiwen Tan, Heok Hui Yeo, Darren C. J. BIOLOGICAL SCIENCES LEE KONG CHIAN NATURAL HISTORY MUSEUM aquatic invasions bioclimatic variables ecological niche model feature selection Maxent model tuning niche conservatism predictor selection species distribution model transferability 10.1111/ddi.13211 Diversity and Distributions 27 3 497-511 2022-10-13T01:14:03Z 2022-10-13T01:14:03Z 2020-12-16 Article Low, Bi Wei, Zeng, Yiwen, Tan, Heok Hui, Yeo, Darren C. J. (2020-12-16). Predictor complexity and feature selection affect Maxent model transferability: Evidence from global freshwater invasive species. Diversity and Distributions 27 (3) : 497-511. ScholarBank@NUS Repository. https://doi.org/10.1111/ddi.13211 1366-9516 https://scholarbank.nus.edu.sg/handle/10635/232835 Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/ Blackwell Publishing Ltd Scopus OA2021
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
topic aquatic invasions
bioclimatic variables
ecological niche model
feature selection
Maxent
model tuning
niche conservatism
predictor selection
species distribution model
transferability
spellingShingle aquatic invasions
bioclimatic variables
ecological niche model
feature selection
Maxent
model tuning
niche conservatism
predictor selection
species distribution model
transferability
Low, Bi Wei
Zeng, Yiwen
Tan, Heok Hui
Yeo, Darren C. J.
Predictor complexity and feature selection affect Maxent model transferability: Evidence from global freshwater invasive species
description 10.1111/ddi.13211
author2 BIOLOGICAL SCIENCES
author_facet BIOLOGICAL SCIENCES
Low, Bi Wei
Zeng, Yiwen
Tan, Heok Hui
Yeo, Darren C. J.
format Article
author Low, Bi Wei
Zeng, Yiwen
Tan, Heok Hui
Yeo, Darren C. J.
author_sort Low, Bi Wei
title Predictor complexity and feature selection affect Maxent model transferability: Evidence from global freshwater invasive species
title_short Predictor complexity and feature selection affect Maxent model transferability: Evidence from global freshwater invasive species
title_full Predictor complexity and feature selection affect Maxent model transferability: Evidence from global freshwater invasive species
title_fullStr Predictor complexity and feature selection affect Maxent model transferability: Evidence from global freshwater invasive species
title_full_unstemmed Predictor complexity and feature selection affect Maxent model transferability: Evidence from global freshwater invasive species
title_sort predictor complexity and feature selection affect maxent model transferability: evidence from global freshwater invasive species
publisher Blackwell Publishing Ltd
publishDate 2022
url https://scholarbank.nus.edu.sg/handle/10635/232835
_version_ 1795301894212550656