{"id":2040,"date":"2026-10-18T17:41:47","date_gmt":"2026-10-18T17:41:47","guid":{"rendered":"https:\/\/iludis.de\/?p=2040"},"modified":"2026-10-18T17:41:47","modified_gmt":"2026-10-18T17:41:47","slug":"bias-varianz-tradeoff","status":"publish","type":"post","link":"https:\/\/iludis.de\/?p=2040","title":{"rendered":"Bias-Varianz-Tradeoff"},"content":{"rendered":"<p>Warum wird ein Modell mit mehr Parametern nicht automatisch besser? Die beiden Simulationen zeigen den Bias-Varianz-Tradeoff mit dem Viele-Welten-Ansatz.<\/p>\n<h4>Bias-Varianz-Simulator<\/h4>\n<p><a href=\"https:\/\/iludis.de\/Tools\/bias_varianz_simulator.html\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1839\" src=\"https:\/\/iludis.de\/wp-content\/uploads\/2026\/01\/biasvariance_360x262.png\" alt=\"\" width=\"360\" height=\"262\" srcset=\"https:\/\/iludis.de\/wp-content\/uploads\/2026\/01\/biasvariance_360x262.png 360w, https:\/\/iludis.de\/wp-content\/uploads\/2026\/01\/biasvariance_360x262-300x218.png 300w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/a><br \/><a href=\"https:\/\/iludis.de\/Tools\/bias_varianz_simulator.html\" target=\"_blank\" rel=\"noopener\">App \u00f6ffnen: Bias-Varianz-Simulator<\/a><br \/>Viele-Welten-Ansatz des Bias-Variance-Tradeoffs<\/p>\n<h4>Bias-Varianz mit Random Forest<\/h4>\n<p><a href=\"https:\/\/iludis.de\/DecTree\/rf_bias_varianz_simulator.html\" target=\"_blank\" rel=\"noopener\">App \u00f6ffnen: Bias-Varianz mit Random Forest<\/a><br \/>Viele-Welten-Ansatz des Bias-Variance-Tradeoffs mit Random Forest<\/p>\n<hr \/>\n<p><strong>Siehe auch:<\/strong> <a href=\"https:\/\/iludis.de\/?p=1505\">Decision Tree Apps<\/a> \u00b7 <a href=\"https:\/\/iludis.de\/?p=1497\">Mathematik &#038; Theorie in KI\/ML<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Zwei Simulationen zum Bias-Varianz-Tradeoff: der Viele-Welten-Ansatz mit Polynomen und mit Random Forests.<\/p>\n","protected":false},"author":1,"featured_media":1839,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12],"tags":[],"class_list":["post-2040","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ki_sims"],"_links":{"self":[{"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/posts\/2040","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/iludis.de\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2040"}],"version-history":[{"count":1,"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/posts\/2040\/revisions"}],"predecessor-version":[{"id":2041,"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/posts\/2040\/revisions\/2041"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/media\/1839"}],"wp:attachment":[{"href":"https:\/\/iludis.de\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2040"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/iludis.de\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2040"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/iludis.de\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2040"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}