--- title: Machine Learning Algorithms(13) — Ensemble techniques... description: This article explores XGBoost Regression and provides insights into the creation process of decision trees. It discusses the concept of the base model,... canonical: https://daily.dev/posts/machine-learning-algorithms-13-ensemble-techniques-boosting-xgboost-regression--pkhqgbz9y twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Machine Learning Algorithms(13) — Ensemble techniques (Boosting — Xgboost Regression) | daily.dev og:description: This article explores XGBoost Regression and provides insights into the creation process of decision trees. It discusses the concept of the base model,... og:url: https://daily.dev/posts/machine-learning-algorithms-13-ensemble-techniques-boosting-xgboost-regression--pkhqgbz9y og:image: https://api.daily.dev/og/posts/pkHQgbz9Y.png og:image:alt: Machine Learning Algorithms(13) — Ensemble techniques (Boosting — Xgboost Regression) og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Machine Learning Algorithms(13) — Ensemble techniques (Boosting — Xgboost Regression) **[Towards Dev](https://daily.dev/sources/towardsdev)** · 5 min read · 3 upvotes · 0 comments ## Summary This article explores XGBoost Regression and provides insights into the creation process of decision trees. It discusses the concept of the base model, calculation of similarity weight, and the purpose of post pruning in XGBoost Regression. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#xgboost](https://daily.dev/tags/xgboost) [View this post on daily.dev](https://daily.dev/posts/machine-learning-algorithms-13-ensemble-techniques-boosting-xgboost-regression--pkhqgbz9y) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Machine Learning Algorithms(13) — Ensemble techniques (Boosting — Xgboost Regression)","url":"https://daily.dev/posts/machine-learning-algorithms-13-ensemble-techniques-boosting-xgboost-regression--pkhqgbz9y","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/machine-learning-algorithms-13-ensemble-techniques-boosting-xgboost-regression--pkhqgbz9y"},"datePublished":"2023-12-14T17:21:58.659Z","dateModified":"2023-12-14T17:21:57.227Z","description":"This article explores XGBoost Regression and provides insights into the creation process of decision trees. It discusses the concept of the base model,...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/410e5f57737c83b640478390dd39d521?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/410e5f57737c83b640478390dd39d521?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Towards Dev","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Towards Dev","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/2c710db2750a4a70835862534cb7c9d4","url":"https://daily.dev/sources/towardsdev"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/machine-learning-algorithms-13-ensemble-techniques-boosting-xgboost-regression--pkhqgbz9y","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":3},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"machine-learning,xgboost","timeRequired":"PT5M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Towards Dev","item":"https://daily.dev/sources/towardsdev"},{"@type":"ListItem","position":3,"name":"Machine Learning Algorithms(13) — Ensemble techniques (Boosting — Xgboost Regression)"}]} ```