--- title: Condense Random Forest into a Decision Tree | daily.dev description: Learn a technique to condense a random forest model into a single decision tree, which can decrease prediction run-time, improve interpretability, reduce... canonical: https://daily.dev/posts/condense-random-forest-into-a-decision-tree-u6vv0466b twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Condense Random Forest into a Decision Tree | daily.dev og:description: Learn a technique to condense a random forest model into a single decision tree, which can decrease prediction run-time, improve interpretability, reduce... og:url: https://daily.dev/posts/condense-random-forest-into-a-decision-tree-u6vv0466b og:image: https://api.daily.dev/og/posts/U6vv0466B.png og:image:alt: Condense Random Forest into a Decision Tree 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. # Condense Random Forest into a Decision Tree **[Daily Dose of Data Science \| Avi Chawla \| Substack](https://daily.dev/sources/dailydoseofds)** · 4 min read · 0 upvotes · 0 comments ## Summary Learn a technique to condense a random forest model into a single decision tree, which can decrease prediction run-time, improve interpretability, reduce memory footprint, simplify the model, and preserve the generalization power of the random forest model. ## 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), [#random-forest](https://daily.dev/tags/random-forest), [#decision-tree](https://daily.dev/tags/decision-tree) [View this post on daily.dev](https://daily.dev/posts/condense-random-forest-into-a-decision-tree-u6vv0466b) ```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":"Condense Random Forest into a Decision Tree","url":"https://daily.dev/posts/condense-random-forest-into-a-decision-tree-u6vv0466b","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/condense-random-forest-into-a-decision-tree-u6vv0466b"},"datePublished":"2024-04-09T21:43:19.403Z","dateModified":"2024-05-09T08:39:06.345Z","description":"Learn a technique to condense a random forest model into a single decision tree, which can decrease prediction run-time, improve interpretability, reduce...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/9631d825f61012486121d81d315db1f9?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/9631d825f61012486121d81d315db1f9?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Daily Dose of Data Science | Avi Chawla | Substack","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":"Daily Dose of Data Science | Avi Chawla | Substack","logo":"https://media.daily.dev/image/upload/s--4IHQgTOw--/f_auto/v1710503712/logos/dailydoseofds","url":"https://daily.dev/sources/dailydoseofds"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/condense-random-forest-into-a-decision-tree-u6vv0466b","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"machine-learning,random-forest,decision-tree","timeRequired":"PT4M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Daily Dose of Data Science | Avi Chawla | Substack","item":"https://daily.dev/sources/dailydoseofds"},{"@type":"ListItem","position":3,"name":"Condense Random Forest into a Decision Tree"}]} ```