Classification of climate-related insurance claims using gradient boosting = Clasificación de siniestros de seguros relacionados con el clima mediante el uso de Gradient Boosting

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<rdf:Description>
<dc:creator>Tzougas, George</dc:creator>
<dc:creator>Instituto de Actuarios Españoles</dc:creator>
<dc:date>2022</dc:date>
<dc:description xml:lang="es">Sumario: The aim of this paper is to implement, one of the most representative supervised learning approaches, the decision tree based ensemble method called gradient boosting for classifying the number of claims caused by storms in Greece using data from a major insurance company operating in Greece. Finally, a machine learning algorithm is used to for categorising the number of claims which have been occurred by a storm event into 3 categories: no claims, 1 claim, 2 or more claims</dc:description>
<dc:format xml:lang="en">application/pdf</dc:format>
<dc:identifier>https://documentacion.fundacionmapfre.org/documentacion/publico/es/bib/182546.do</dc:identifier>
<dc:language>spa</dc:language>
<dc:rights xml:lang="es">InC - http://rightsstatements.org/vocab/InC/1.0/</dc:rights>
<dc:subject xml:lang="es">Gestión de siniestros</dc:subject>
<dc:subject xml:lang="es">Clasificación de riesgos</dc:subject>
<dc:subject xml:lang="es">Condiciones climáticas ambientales</dc:subject>
<dc:subject xml:lang="es">Árboles de decisión</dc:subject>
<dc:subject xml:lang="es">Tormentas</dc:subject>
<dc:subject xml:lang="es">Riesgos meteorológicos</dc:subject>
<dc:subject xml:lang="es">Indemnizaciones</dc:subject>
<dc:subject xml:lang="es">Grecia</dc:subject>
<dc:type xml:lang="es">Artículos y capítulos</dc:type>
<dc:title xml:lang="es">Classification of climate-related insurance claims using gradient boosting = Clasificación de siniestros de seguros relacionados con el clima mediante el uso de Gradient Boosting</dc:title>
<dc:relation xml:lang="es">En: Anales del Instituto de Actuarios Españoles : Colegio Profesional. - Madrid : Instituto de Actuarios Españoles, 1943-. - 29/12/2022 Número 28 Epoca 4ª época - 2022 , 149-168</dc:relation>
<dc:coverage xml:lang="es">Grecia</dc:coverage>
</rdf:Description>
</rdf:RDF>