{"id":4676,"date":"2026-08-13T14:50:08","date_gmt":"2026-08-13T12:50:08","guid":{"rendered":"https:\/\/ellistat.com\/?post_type=guide-dutilisateur&#038;p=4676"},"modified":"2026-08-13T14:50:08","modified_gmt":"2026-08-13T12:50:08","slug":"indice-8","status":"publish","type":"guide-dutilisateur","link":"https:\/\/ellistat.com\/es\/guide-dutilisateur\/sommaire-8\/","title":{"rendered":"\u00cdndice"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Los dem\u00e1s men\u00fas de <a href=\"https:\/\/ellistat.com\/es\/soluciones-de-analisis-de-datos\/\" data-type=\"page\" data-id=\"905\">An\u00e1lisis de datos<\/a>\u00a0<strong>describen<\/strong>\u00a0y\u00a0<strong>prueban<\/strong>\u00a0: indican c\u00f3mo se distribuyen tus medidas, si dos poblaciones difieren y qu\u00e9 factores influyen. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Este men\u00fa de aprendizaje autom\u00e1tico da un paso m\u00e1s, ya que crea un\u00a0<strong>modelo<\/strong>, es decir, una funci\u00f3n que predice Y a partir de X, y luego la utiliza para\u00a0<strong>encontrar el mejor ajuste<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">El men\u00fa incluye cuatro entrantes que se adaptan a dos situaciones muy distintas, y confundirlas supone una gran p\u00e9rdida de tiempo:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ya ten\u00e9is los datos<\/strong>\u00a0: un historial, un dise\u00f1o de experimentos ya realizado\u2026 y quieres obtener un modelo a partir de \u00e9l y optimizarlo: eso es\u00a0<strong>Aprendizaje autom\u00e1tico<\/strong>\u00a0y luego\u00a0<strong>Optimizaci\u00f3n<\/strong>\u00a0en el caso de que haya que alcanzar un acuerdo entre varios Y; <\/li>\n\n\n\n<li><strong>A\u00fan no dispon\u00e9is de los datos<\/strong>\u00a0y cada ensayo es costoso: quieres que el programa te indique qu\u00e9 ensayos realizar en un primer momento para abarcar el \u00e1mbito de estudio y, en un segundo momento, te indique los ensayos que hay que realizar a continuaci\u00f3n en la zona de inter\u00e9s. Es\u00a0<strong>Optimizaci\u00f3n bayesiana<\/strong>, o\u00a0<strong>Optimizaci\u00f3n de la mezcla<\/strong>\u00a0si tus factores son proporciones de una f\u00f3rmula.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Haz clic en el men\u00fa \u00abAn\u00e1lisis de datos\u00bb y, a continuaci\u00f3n, en \u00abAprendizaje autom\u00e1tico\u00bb.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"240\" height=\"150\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/ML.png\" alt=\"\" class=\"wp-image-4677\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/ML.png 240w, https:\/\/ellistat.com\/wp-content\/uploads\/ML-18x12.png 18w\" sizes=\"auto, (max-width: 240px) 100vw, 240px\" \/><\/figure>","protected":false},"featured_media":0,"menu_order":0,"template":"","meta":{"_acf_changed":true},"menu-guide-dutilisateur":[32],"class_list":["post-4676","guide-dutilisateur","type-guide-dutilisateur","status-publish","hentry","menu-guide-dutilisateur-8-ml-machine-learning"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Sommaire - Ellistat<\/title>\n<meta name=\"description\" content=\"Construisez un mod\u00e8le pr\u00e9dictif \u00e0 partir de vos donn\u00e9es ou plan d&#039;exp\u00e9riences, puis optimisez : optimisation classique, bay\u00e9sienne ou de m\u00e9lange.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ellistat.com\/es\/guia-del-usuario\/indice-8\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Sommaire - Ellistat\" \/>\n<meta property=\"og:description\" content=\"Construisez un mod\u00e8le pr\u00e9dictif \u00e0 partir de vos donn\u00e9es ou plan d&#039;exp\u00e9riences, puis optimisez : optimisation classique, bay\u00e9sienne ou de m\u00e9lange.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ellistat.com\/es\/guia-del-usuario\/indice-8\/\" \/>\n<meta property=\"og:site_name\" content=\"Ellistat\" \/>\n<meta property=\"og:image\" content=\"https:\/\/ellistat.com\/wp-content\/uploads\/ML.png\" \/>\n\t<meta property=\"og:image:width\" content=\"240\" \/>\n\t<meta property=\"og:image:height\" content=\"150\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/ellistat.com\\\/guide-dutilisateur\\\/sommaire-8\\\/\",\"url\":\"https:\\\/\\\/ellistat.com\\\/guide-dutilisateur\\\/sommaire-8\\\/\",\"name\":\"Sommaire - Ellistat\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ellistat.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/ellistat.com\\\/guide-dutilisateur\\\/sommaire-8\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/ellistat.com\\\/guide-dutilisateur\\\/sommaire-8\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/ellistat.com\\\/wp-content\\\/uploads\\\/ML.png\",\"datePublished\":\"2026-08-13T12:50:08+00:00\",\"description\":\"Construisez un mod\u00e8le pr\u00e9dictif \u00e0 partir de vos donn\u00e9es ou plan d'exp\u00e9riences, puis optimisez : optimisation classique, bay\u00e9sienne ou de m\u00e9lange.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/ellistat.com\\\/guide-dutilisateur\\\/sommaire-8\\\/#breadcrumb\"},\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/ellistat.com\\\/guide-dutilisateur\\\/sommaire-8\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/ellistat.com\\\/guide-dutilisateur\\\/sommaire-8\\\/#primaryimage\",\"url\":\"https:\\\/\\\/ellistat.com\\\/wp-content\\\/uploads\\\/ML.png\",\"contentUrl\":\"https:\\\/\\\/ellistat.com\\\/wp-content\\\/uploads\\\/ML.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/ellistat.com\\\/guide-dutilisateur\\\/sommaire-8\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\\\/\\\/ellistat.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Sommaire\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/ellistat.com\\\/#website\",\"url\":\"https:\\\/\\\/ellistat.com\\\/\",\"name\":\"Ellistat\",\"description\":\"La suite qualit\u00e9 de l&#039;industrie m\u00e9canique\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/ellistat.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"es\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u00cdndice - Ellistat","description":"Crea un modelo predictivo a partir de tus datos o de tu dise\u00f1o experimental y, a continuaci\u00f3n, optim\u00edzalo: optimizaci\u00f3n cl\u00e1sica, bayesiana o de mezcla.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/ellistat.com\/es\/guia-del-usuario\/indice-8\/","og_locale":"es_ES","og_type":"article","og_title":"Sommaire - Ellistat","og_description":"Construisez un mod\u00e8le pr\u00e9dictif \u00e0 partir de vos donn\u00e9es ou plan d'exp\u00e9riences, puis optimisez : optimisation classique, bay\u00e9sienne ou de m\u00e9lange.","og_url":"https:\/\/ellistat.com\/es\/guia-del-usuario\/indice-8\/","og_site_name":"Ellistat","og_image":[{"width":240,"height":150,"url":"https:\/\/ellistat.com\/wp-content\/uploads\/ML.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Tiempo de lectura":"2 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/ellistat.com\/guide-dutilisateur\/sommaire-8\/","url":"https:\/\/ellistat.com\/guide-dutilisateur\/sommaire-8\/","name":"\u00cdndice - Ellistat","isPartOf":{"@id":"https:\/\/ellistat.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/ellistat.com\/guide-dutilisateur\/sommaire-8\/#primaryimage"},"image":{"@id":"https:\/\/ellistat.com\/guide-dutilisateur\/sommaire-8\/#primaryimage"},"thumbnailUrl":"https:\/\/ellistat.com\/wp-content\/uploads\/ML.png","datePublished":"2026-08-13T12:50:08+00:00","description":"Crea un modelo predictivo a partir de tus datos o de tu dise\u00f1o experimental y, a continuaci\u00f3n, optim\u00edzalo: optimizaci\u00f3n cl\u00e1sica, bayesiana o de mezcla.","breadcrumb":{"@id":"https:\/\/ellistat.com\/guide-dutilisateur\/sommaire-8\/#breadcrumb"},"inLanguage":"es","potentialAction":[{"@type":"ReadAction","target":["https:\/\/ellistat.com\/guide-dutilisateur\/sommaire-8\/"]}]},{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/ellistat.com\/guide-dutilisateur\/sommaire-8\/#primaryimage","url":"https:\/\/ellistat.com\/wp-content\/uploads\/ML.png","contentUrl":"https:\/\/ellistat.com\/wp-content\/uploads\/ML.png"},{"@type":"BreadcrumbList","@id":"https:\/\/ellistat.com\/guide-dutilisateur\/sommaire-8\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"https:\/\/ellistat.com\/"},{"@type":"ListItem","position":2,"name":"Sommaire"}]},{"@type":"WebSite","@id":"https:\/\/ellistat.com\/#website","url":"https:\/\/ellistat.com\/","name":"Ellistat","description":"La suite de calidad para la industria de la ingenier\u00eda mec\u00e1nica","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/ellistat.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"es"}]}},"_links":{"self":[{"href":"https:\/\/ellistat.com\/es\/wp-json\/wp\/v2\/guide-dutilisateur\/4676","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ellistat.com\/es\/wp-json\/wp\/v2\/guide-dutilisateur"}],"about":[{"href":"https:\/\/ellistat.com\/es\/wp-json\/wp\/v2\/types\/guide-dutilisateur"}],"wp:attachment":[{"href":"https:\/\/ellistat.com\/es\/wp-json\/wp\/v2\/media?parent=4676"}],"wp:term":[{"taxonomy":"menu-guide-dutilisateur","embeddable":true,"href":"https:\/\/ellistat.com\/es\/wp-json\/wp\/v2\/menu-guide-dutilisateur?post=4676"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}