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Modelling ecological niches with support vector machines

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title

Modelling ecological niches with support vector machines (English)

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main subject

support vector machine

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ANTOINE GUISAN

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Christophe Randin

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CHRISTOPHE RANDIN

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author name string

JOHN M. DRAKE

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1

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publication date

June 2006

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published in

Journal of Applied Ecology

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volume

43

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page(s)

424-432

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issue

3

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describes a project that uses

support vector machine

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maintained by WikiProject

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Evaluating resource selection functions

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The use of the area under the ROC curve in the evaluation of machine learning algorithms

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21 January 2018

Presence-absence versus presence-only modelling methods for predicting bird habitat suitability

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Predictive habitat distribution models in ecology

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Support vector machines for predicting distribution of Sudden Oak Death in California

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reference URL

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Which is the optimal sampling strategy for habitat suitability modelling

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21 January 2018

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An introduction to kernel-based learning algorithms.

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SPECIES: A Spatial Evaluation of Climate Impact on the Envelope of Species

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Predicting the geography of species' invasions via ecological niche modeling.

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Ecologic niche modeling and potential reservoirs for Chagas disease, Mexico

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Estimating the support of a high-dimensional distribution

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Extinction risk from climate change

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Evaluating predictive models of species’ distributions: criteria for selecting optimal models

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Effects of sample size on accuracy of species distribution models

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reference URL

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A PCA-based modelling technique for predicting environmental suitability for organisms from presence records

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Identifiers

DOI

10.1111/J.1365-2664.2006.01141.X

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Applied Ecology Resources document ID

20063103692

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(Q56876434)

Modelling ecological niches with support vector machines

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