{"id":1103,"date":"2023-07-06T13:28:19","date_gmt":"2023-07-06T11:28:19","guid":{"rendered":"https:\/\/ia4legos.umh.es\/?page_id=1103"},"modified":"2023-11-30T13:30:36","modified_gmt":"2023-11-30T12:30:36","slug":"modelos-de-conjunto-bagging","status":"publish","type":"page","link":"https:\/\/unidigital.umh.es\/en\/modelos-de-conjunto-bagging\/","title":{"rendered":"<span lang=\"es\">(Espa\u00f1ol) Modelos de conjunto: Bagging IASAC ML<\/span>"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_text _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;4px||4px|||&#8221; link_option_url=&#8221;https:\/\/unidigital.umh.es\/ml-iasac\/&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<h1 style=\"text-align: center;\"><span style=\"text-decoration: underline; color: #bf5800;\"><strong>IR A CONTENIDOS MACHINE LEARNING<\/strong><\/span><\/h1>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_5,3_5,1_5&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_5&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_button button_url=&#8221;https:\/\/unidigital.umh.es\/introduccion-a-los-modelos-de-conjunto\/&#8221; button_text=&#8221;Unidad 2.7 Introducci\u00f3n a los modelos de conjunto&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;13px&#8221; button_text_color=&#8221;#bf4c00&#8243; button_bg_color=&#8221;#FFFFFF&#8221; button_border_color=&#8221;#bf5800&#8243; button_font=&#8221;Roboto||||||||&#8221; custom_margin=&#8221;|||-50px|false|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][\/et_pb_column][et_pb_column type=&#8221;3_5&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Signika||||||||&#8221; header_2_font_size=&#8221;22px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1 style=\"text-align: center\">M\u00f3dulo 2. Aprendizaje supervisado<\/h1>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center\">Unidad 2.8 Modelos de conjunto: Bagging<\/h2>\n<h2><\/h2>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_5&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_button button_url=&#8221;https:\/\/unidigital.umh.es\/modelos-de-conjunto-boosting\/&#8221; button_text=&#8221;Unidad 2.9 Modelos de conjunto: Boosting&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;13px&#8221; button_text_color=&#8221;#bf4c00&#8243; button_bg_color=&#8221;#FFFFFF&#8221; button_border_color=&#8221;#bf5800&#8243; button_font=&#8221;Roboto||||||||&#8221; custom_margin=&#8221;|-50px|||false|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_3,1_3,1_3&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;89%&#8221; max_width=&#8221;1543px&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/ia4legos.umh.es\/files\/2023\/05\/Enlace-a-cuaderno-ciencia-abierta-y-reproducible-1.png&#8221; title_text=&#8221;Enlace a cuaderno ciencia abierta y reproducible&#8221; url=&#8221;https:\/\/colab.research.google.com\/drive\/14NqwDMdbW8xHeumBzyzrpu5QQPPXKlmE&#8221; url_new_window=&#8221;on&#8221; align=&#8221;center&#8221; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;50%&#8221; max_width=&#8221;45%&#8221; module_alignment=&#8221;center&#8221; custom_padding=&#8221;0px||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_accordion _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; toggle_font=&#8221;Signika||||||||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_accordion_item title=&#8221;Tema 19. Bosques aleatorios (Random Forest)&#8221; open=&#8221;on&#8221; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ol>\n<li><span style=\"color: #bf5800\"><a href=\"https:\/\/colab.research.google.com\/drive\/14NqwDMdbW8xHeumBzyzrpu5QQPPXKlmE#scrollTo=QAgaWSzDmSw2\" target=\"_blank\" rel=\"noopener\" style=\"color: #bf5800\">Introducci\u00f3n al bosque aleatorio (Random Forest)<\/a><\/span><\/li>\n<li><span style=\"color: #bf5800\"><a href=\"https:\/\/colab.research.google.com\/drive\/14NqwDMdbW8xHeumBzyzrpu5QQPPXKlmE#scrollTo=k6w4J7a_ZRIb\" target=\"_blank\" rel=\"noopener\" style=\"color: #bf5800\">Algoritmo de bosque aleatorio<\/a><\/span><\/li>\n<li><span style=\"color: #bf5800\"><a href=\"https:\/\/colab.research.google.com\/drive\/14NqwDMdbW8xHeumBzyzrpu5QQPPXKlmE#scrollTo=nAyouPxJijef\" target=\"_blank\" rel=\"noopener\" style=\"color: #bf5800\">Predicci\u00f3n mediante bosque aleatorio<\/a><\/span><\/li>\n<li><span style=\"color: #bf5800\"><a href=\"https:\/\/colab.research.google.com\/drive\/14NqwDMdbW8xHeumBzyzrpu5QQPPXKlmE#scrollTo=u1VVGDf0s--d\" target=\"_blank\" rel=\"noopener\" style=\"color: #bf5800\">Importancia de los predictores<\/a><\/span><\/li>\n<li><span style=\"color: #bf5800\"><a href=\"https:\/\/colab.research.google.com\/drive\/14NqwDMdbW8xHeumBzyzrpu5QQPPXKlmE#scrollTo=pOX9FjMDybO6\" target=\"_blank\" rel=\"noopener\" style=\"color: #bf5800\">Hiperpar\u00e1metros relevantes en el bosque aleatorio<\/a><\/span><\/li>\n<li><span style=\"color: #bf5800\"><a href=\"https:\/\/colab.research.google.com\/drive\/14NqwDMdbW8xHeumBzyzrpu5QQPPXKlmE#scrollTo=Shoiye0tZucA\" style=\"color: #bf5800\" target=\"_blank\" rel=\"noopener\">Codificaci\u00f3n de predictoras cualitativas<\/a><\/span><\/li>\n<li><span style=\"color: #bf5800\"><a href=\"https:\/\/colab.research.google.com\/drive\/14NqwDMdbW8xHeumBzyzrpu5QQPPXKlmE#scrollTo=D8QXxxOXf7BL\" target=\"_blank\" rel=\"noopener\" style=\"color: #bf5800\">Comparaci\u00f3n Random Forest y Gradient Boosting Trees<\/a><\/span><\/li>\n<li><span style=\"color: #bf5800\"><a href=\"https:\/\/colab.research.google.com\/drive\/14NqwDMdbW8xHeumBzyzrpu5QQPPXKlmE#scrollTo=jcjSMHVBgEaW\" target=\"_blank\" rel=\"noopener\" style=\"color: #bf5800\">Aplicaciones<\/a><\/span><\/li>\n<\/ol>\n<p>[\/et_pb_accordion_item][\/et_pb_accordion][et_pb_image src=&#8221;https:\/\/ia4legos.umh.es\/files\/2023\/07\/Enlace-a-video-cuaderno-19.png&#8221; title_text=&#8221;Enlace a v\u00eddeo cuaderno 19&#8243; url=&#8221;https:\/\/www.youtube.com\/watch?v=mjYa5ipfiOs&#038;list=PLClKgnzRFYe7A_t6D-siRSLuPPBzVNgI5&#038;index=17&#8243; url_new_window=&#8221;on&#8221; align=&#8221;center&#8221; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; transform_translate=&#8221;0px|27px&#8221; transform_translate_linked=&#8221;off&#8221; width=&#8221;45%&#8221; custom_margin=&#8221;-41px||||false|false&#8221; custom_padding=&#8221;|||1px||&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_3,1_3,1_3&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; transform_translate=&#8221;-300px|0px&#8221; transform_translate_linked=&#8221;off&#8221; max_width=&#8221;1300px&#8221; module_alignment=&#8221;right&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_gallery gallery_ids=&#8221;1819,1822&#8243; posts_number=&#8221;1&#8243; show_title_and_caption=&#8221;off&#8221; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_gallery][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>IR A CONTENIDOS MACHINE LEARNINGM\u00f3dulo 2. Aprendizaje supervisado &nbsp; Unidad 2.8 Modelos de conjunto: Bagging Introducci\u00f3n al bosque aleatorio (Random Forest) Algoritmo de bosque aleatorio Predicci\u00f3n mediante bosque aleatorio Importancia de los predictores Hiperpar\u00e1metros relevantes en el bosque aleatorio Codificaci\u00f3n de predictoras cualitativas Comparaci\u00f3n Random Forest y Gradient Boosting Trees Aplicaciones<\/p>\n","protected":false},"author":24713,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","_links_to":"","_links_to_target":""},"_links":{"self":[{"href":"https:\/\/unidigital.umh.es\/en\/wp-json\/wp\/v2\/pages\/1103"}],"collection":[{"href":"https:\/\/unidigital.umh.es\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/unidigital.umh.es\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/unidigital.umh.es\/en\/wp-json\/wp\/v2\/users\/24713"}],"replies":[{"embeddable":true,"href":"https:\/\/unidigital.umh.es\/en\/wp-json\/wp\/v2\/comments?post=1103"}],"version-history":[{"count":0,"href":"https:\/\/unidigital.umh.es\/en\/wp-json\/wp\/v2\/pages\/1103\/revisions"}],"wp:attachment":[{"href":"https:\/\/unidigital.umh.es\/en\/wp-json\/wp\/v2\/media?parent=1103"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}