{"id":1505,"date":"2026-08-10T10:49:26","date_gmt":"2026-08-10T10:49:26","guid":{"rendered":"https:\/\/iludis.de\/?p=1505"},"modified":"2026-08-28T08:49:12","modified_gmt":"2026-08-28T08:49:12","slug":"decisiontree-mit-csv","status":"publish","type":"post","link":"https:\/\/iludis.de\/?p=1505","title":{"rendered":"Decision Tree Apps"},"content":{"rendered":"<h4>Training eines Decision Trees im Browser<\/h4>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1512\" src=\"https:\/\/iludis.de\/wp-content\/uploads\/2026\/02\/dectree.png\" alt=\"\" width=\"349\" height=\"271\" srcset=\"https:\/\/iludis.de\/wp-content\/uploads\/2026\/02\/dectree.png 400w, https:\/\/iludis.de\/wp-content\/uploads\/2026\/02\/dectree-300x233.png 300w\" sizes=\"auto, (max-width: 349px) 100vw, 349px\" \/><br \/>\n<a href=\"https:\/\/iludis.de\/DecTree\/indexNeu.html\">https:\/\/iludis.de\/DecTree\/indexNeu.html<\/a><br \/>\nTraining eines einfachen Decision Trees<\/p>\n<p><a href=\"https:\/\/iludis.de\/wp-content\/uploads\/2026\/02\/TasseStiftSchere.csv\">TasseStiftSchere<\/a> |\u00a0<a href=\"https:\/\/iludis.de\/wp-content\/uploads\/2026\/02\/Autos.csv\">Autos<\/a> |\u00a0<a href=\"https:\/\/iludis.de\/wp-content\/uploads\/2026\/02\/ApfelBirneOrange.csv\">ApfelBirneOrange<\/a><br \/>\nBeispieldateien als CSV<\/p>\n<p><em><a href=\"https:\/\/iludis.de\/Mistralchat\/CSV-Aufbereitung.html\">https:\/\/iludis.de\/Mistralchat\/CSV-Aufbereitung.html<\/a><\/em><br \/>\n<em>N\u00fctzliche Datenaufbereitungs-App<\/em><\/p>\n<hr \/>\n<h4>Theorie zu Decision Trees und Random Forests<\/h4>\n<p><a href=\"https:\/\/iludis.de\/DecTree\/bagging_demo_iris.html\">https:\/\/iludis.de\/DecTree\/bagging_demo_iris.html<\/a><br \/>\nVisualisierung des Bagging-Algorithmus bei Random Forests<\/p>\n<p><a href=\"https:\/\/iludis.de\/DecTree\/boosting_demo_regression.html\">https:\/\/iludis.de\/DecTree\/boosting_demo_regression.html<\/a><br \/>\nGradient Boosting verstehen: Interaktive Simulation des Konzepts<\/p>\n<p><a href=\"https:\/\/iludis.de\/DecTree\/pruning_demo_ccp.html\">https:\/\/iludis.de\/DecTree\/pruning_demo_ccp.html<\/a><br \/>\nPre- und Post-Pruning von Decision Trees als interaktive Simulation<\/p>\n<hr \/>\n<h4>Einsteiger-Apps f\u00fcr &#8218;junge Data Scientists&#8216;<\/h4>\n<h5>Der Feuerw\u00e4chter<\/h5>\n<p><a href=\"https:\/\/iludis.de\/Feueralarm\/index.html\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1522\" src=\"https:\/\/iludis.de\/wp-content\/uploads\/2026\/02\/ki_waechter.png\" alt=\"\" width=\"357\" height=\"296\" srcset=\"https:\/\/iludis.de\/wp-content\/uploads\/2026\/02\/ki_waechter.png 400w, https:\/\/iludis.de\/wp-content\/uploads\/2026\/02\/ki_waechter-300x249.png 300w\" sizes=\"auto, (max-width: 357px) 100vw, 357px\" \/><\/a><\/p>\n<ul>\n<li><a href=\"https:\/\/iludis.de\/Feueralarm\/index.html\">Rookie-Variante f\u00fcr Grundsch\u00fcler<\/a><\/li>\n<li><a href=\"https:\/\/iludis.de\/Feueralarm\/indexheavy.html\">Master-Variante f\u00fcr \u00e4ltere Sch\u00fcler<\/a><\/li>\n<li><a href=\"https:\/\/iludis.de\/Feueralarm\/AB_FeuerKI.pdf\">Arbeitsbl\u00e4tter sind hier<\/a><\/li>\n<\/ul>\n<hr \/>\n<h5>Wie eine KI-Pipeline funktioniert:<\/h5>\n<p><a href=\"https:\/\/iludis.de\/TomateErdbeere\/index.html\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1518\" src=\"https:\/\/iludis.de\/wp-content\/uploads\/2026\/02\/ki_labor.png\" alt=\"\" width=\"343\" height=\"312\" srcset=\"https:\/\/iludis.de\/wp-content\/uploads\/2026\/02\/ki_labor.png 400w, https:\/\/iludis.de\/wp-content\/uploads\/2026\/02\/ki_labor-300x273.png 300w\" sizes=\"auto, (max-width: 343px) 100vw, 343px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/iludis.de\/TomateErdbeere\/index.html\">https:\/\/iludis.de\/TomateErdbeere\/index.html<\/a><br \/>\nZiehe drei verschiedene Objekte ins Messfenster<\/p>\n<ul>\n<li><a href=\"https:\/\/iludis.de\/TomateErdbeere\/KI_Labor_App.pdf\">Arbeitsbl\u00e4tter sind hier<\/a><\/li>\n<\/ul>\n<hr \/>\n<h5>DecisionTrees f\u00fcr Mikrocontroller aufarbeiten<\/h5>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-1463\" src=\"https:\/\/iludis.de\/wp-content\/uploads\/2025\/06\/decTree_train_online-300x61.png\" alt=\"\" width=\"300\" height=\"61\" srcset=\"https:\/\/iludis.de\/wp-content\/uploads\/2025\/06\/decTree_train_online-300x61.png 300w, https:\/\/iludis.de\/wp-content\/uploads\/2025\/06\/decTree_train_online-1024x207.png 1024w, https:\/\/iludis.de\/wp-content\/uploads\/2025\/06\/decTree_train_online-768x156.png 768w, https:\/\/iludis.de\/wp-content\/uploads\/2025\/06\/decTree_train_online-1260x255.png 1260w, https:\/\/iludis.de\/wp-content\/uploads\/2025\/06\/decTree_train_online.png 1536w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><br \/>\nEine .csv-Datei hochladen und das trainierte Model als .h-Datei runterladen.<br \/>\nPassend zum Kurs: &#8222;<a href=\"https:\/\/iludis.de\/?p=1263\" target=\"_blank\" rel=\"noopener\">KI auf dem Mikrocontroller<\/a>, Teil 1&#8243;<\/p>\n<p>Webseite: <a href=\"https:\/\/iludis.de\/wp-content\/uploads\/2025\/06\/flexible_decision_tree_trainer.html\" target=\"_blank\" rel=\"noopener\">flexible_decision_tree_trainer.html<\/a><br \/>\nBeispieldaten: <a href=\"https:\/\/iludis.de\/wp-content\/uploads\/2025\/06\/muster.csv\">muster.csv<\/a><br \/>\nVoraussetzung: Label steht in der csv-Datei ganz rechts.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Training eines Decision Trees im Browser https:\/\/iludis.de\/DecTree\/indexNeu.html Training eines einfachen Decision Trees TasseStiftSchere |\u00a0Autos |\u00a0ApfelBirneOrange Beispieldateien als CSV https:\/\/iludis.de\/Mistralchat\/CSV-Aufbereitung.html N\u00fctzliche Datenaufbereitungs-App Theorie zu Decision Trees und Random Forests https:\/\/iludis.de\/DecTree\/bagging_demo_iris.html Visualisierung des Bagging-Algorithmus bei Random Forests https:\/\/iludis.de\/DecTree\/boosting_demo_regression.html Gradient Boosting verstehen: Interaktive Simulation des Konzepts https:\/\/iludis.de\/DecTree\/pruning_demo_ccp.html Pre- und Post-Pruning von Decision Trees als interaktive Simulation Einsteiger-Apps f\u00fcr&hellip; <\/p>\n<p class=\"toivo-read-more\"><a href=\"https:\/\/iludis.de\/?p=1505\" class=\"more-link\">Read more <span class=\"screen-reader-text\">Decision Tree Apps<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13,12],"tags":[],"class_list":["post-1505","post","type-post","status-publish","format-standard","category-ki_material","category-ki_sims","entry"],"_links":{"self":[{"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/posts\/1505","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\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/iludis.de\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1505"}],"version-history":[{"count":8,"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/posts\/1505\/revisions"}],"predecessor-version":[{"id":1804,"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/posts\/1505\/revisions\/1804"}],"wp:attachment":[{"href":"https:\/\/iludis.de\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1505"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/iludis.de\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1505"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/iludis.de\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1505"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}