A Suite of Tools for ROC Analysis of Spatial Models

A Suite of Tools for ROC Analysis of Spatial Models

The Receiver Operating Characteristic (ROC) is widely used for assessing the performance of classification algorithms. In GIScience, ROC has been applied to assess models aimed at predicting events, such as land use/cover change (LUCC), species distribution and disease risk. However, GIS software pa...

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Bibliographic Details
Main Authors: Hermann Rodrigues, Michelle Farfán Gutiérrez, Robert Gilmore Pontius, Britaldo Soares Filho, Jean-François Mas
Format: Article
Language:English
Published: MDPI AG 2013-09-01
Series:ISPRS International Journal of Geo-Information
Subjects:
accuracy
AUC
Dinamica EGO
LUCC
prediction
ROC
species distribution modeling
uncertainty
validation
Online Access:http://www.mdpi.com/2220-9964/2/3/869

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