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roc_suite [2014/04/01 14:28]
andre [References]
roc_suite [2016/08/30 17:34] (current)
hermann [Resources]
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-====== Receiver Operating Characteristic (ROC): a suite available on Dinamica-EGO platform ​======+====== Receiver Operating Characteristic (ROC) suite ======
 ==== Brief description ==== ==== Brief description ====
 The Receiver Operating Characteristic (ROC) evaluates map similarity considering a reference binary pattern. ROC compares the amount of true positive and false positive cells through an incremental binary classification (Mas et al. 2013a). ROC is commonly used in GIS to evaluate spatial predictions versus observed data. An ROC suite developed by Mas et al (2013) is available on Dinamica-EGO. There are some study cases that apply ROC to evaluate binary predictions through a probability or suitability map using a suite of functors and submodels on Dinamica-EGO. The Receiver Operating Characteristic (ROC) evaluates map similarity considering a reference binary pattern. ROC compares the amount of true positive and false positive cells through an incremental binary classification (Mas et al. 2013a). ROC is commonly used in GIS to evaluate spatial predictions versus observed data. An ROC suite developed by Mas et al (2013) is available on Dinamica-EGO. There are some study cases that apply ROC to evaluate binary predictions through a probability or suitability map using a suite of functors and submodels on Dinamica-EGO.
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   * Mas, J.F. Tools for ROC analysis of spatial models Installation instructions and application examples. Centro de Investigaciones en Geografía Ambiental Universidad Nacional Autónoma de México (UNAM), 2013b.   * Mas, J.F. Tools for ROC analysis of spatial models Installation instructions and application examples. Centro de Investigaciones en Geografía Ambiental Universidad Nacional Autónoma de México (UNAM), 2013b.
 ==== Resources ==== ==== Resources ====
-[[http://www.csr.ufmg.br/​dinamica/downloads/models/resources.zip|ROC suite resources]] +[[http://​csr.ufmg.br/​dinamica_utils/download/files/ROCsuite_resources.zip|ROC suite resources]]