{"id":113334,"date":"2018-03-11T10:40:46","date_gmt":"2018-03-11T10:40:46","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/analisis-del-efecto-del-cambio-de-la-distribucion-de-clases-mediante-metodos-de-remuestreo-inteligente-en-arboles-de-clasificacion-simples-y-consolidados\/"},"modified":"2018-03-11T10:40:46","modified_gmt":"2018-03-11T10:40:46","slug":"analisis-del-efecto-del-cambio-de-la-distribucion-de-clases-mediante-metodos-de-remuestreo-inteligente-en-arboles-de-clasificacion-simples-y-consolidados","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/inteligencia-artificial\/analisis-del-efecto-del-cambio-de-la-distribucion-de-clases-mediante-metodos-de-remuestreo-inteligente-en-arboles-de-clasificacion-simples-y-consolidados\/","title":{"rendered":"An\u00e1lisis del efecto del cambio de la distribuci\u00f3n de clases mediante m\u00e9todos de remuestreo inteligente en \u00e1rboles de clasificaci\u00f3n simples y consolidados"},"content":{"rendered":"<h2>Tesis doctoral de <strong> I\u00f1aki Albisua Go\u00f1i <\/strong><\/h2>\n<p>En los trabajos expuestos en esta memoria de tesis, hemos analizado elefecto que tienen sobre la capacidad de aprendizaje de diferentes algoritmosde clasificaci\u00f3n los cambios en la distribuci\u00f3n de clases, teniendo encuenta para ello, diferentes m\u00e9todos de remuestreo de datos.En concreto se ha analizado este efecto en el conocido algoritmo deconstrucci\u00f3n de \u00e1rboles de clasificaci\u00f3n propuesto por quinlan, el algoritmoc4.5, y en el algoritmo de construcci\u00f3n de \u00e1rboles consolidados, elalgoritmo ctc, propuesto por el grupo de investigaci\u00f3n aldapa de launiversidad del pa\u00eds vasco que, basado en el mismo c4.5, obtiene un \u00e1rbol declasificaci\u00f3n pero basado en un conjunto de muestras.As\u00ed mismo, planteamos c\u00f3mo encontrar la distribuci\u00f3n de clases m\u00e1s adecuadapara un algoritmo de clasificaci\u00f3n y m\u00e9todo de remuestreo concretos.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>An\u00e1lisis del efecto del cambio de la distribuci\u00f3n de clases mediante m\u00e9todos de remuestreo inteligente en \u00e1rboles de clasificaci\u00f3n simples y consolidados<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 An\u00e1lisis del efecto del cambio de la distribuci\u00f3n de clases mediante m\u00e9todos de remuestreo inteligente en \u00e1rboles de clasificaci\u00f3n simples y consolidados <\/li>\n<li><strong>Autor:<\/strong>\u00a0 I\u00f1aki Albisua Go\u00f1i <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Pa\u00eds vasco\/euskal herriko unibertsitatea<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 24\/10\/2012<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>Direcci\u00f3n y tribunal<\/h3>\n<ul>\n<li><strong>Director de la tesis<\/strong>\n<ul>\n<li> P\u00e9rez De La Fuente Jes\u00fas M.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: Francisco Herrera triguero <\/li>\n<li>Antonio Artes rodriguez (vocal)<\/li>\n<li>llu\u00eds M\u00e1rquez villodre (vocal)<\/li>\n<li>Jorge D\u00edez pel\u00e1ez (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de I\u00f1aki Albisua Go\u00f1i En los trabajos expuestos en esta memoria de tesis, hemos analizado elefecto que tienen [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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