Without quality presence–absence data, discrimination metrics such as TSS can be misleading measures...
Without quality presence–absence data, discrimination metrics such as TSS can be misleading measures of model performance
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Publisher
Oxford: John Wiley & Sons Ltd
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Language
English
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Publisher
Oxford: John Wiley & Sons Ltd
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Contents
The discriminating capacity (i.e. ability to correctly classify presences and absences) of species distribution models (SDMs) is commonly evaluated with metrics such as the area under the receiving operating characteristic curve (AUC), the Kappa statistic and the true skill statistic (TSS). AUC and Kappa have been repeatedly criticized, but TSS has...
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Full title
Without quality presence–absence data, discrimination metrics such as TSS can be misleading measures of model performance
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TN_cdi_hal_primary_oai_HAL_hal_02628656v1
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_hal_primary_oai_HAL_hal_02628656v1
Other Identifiers
ISSN
0305-0270
E-ISSN
1365-2699
DOI
10.1111/jbi.13402
