--- title: Interpretable kNN (ikNN) | daily.dev description: Interpretable kNN (ikNN) is an interpretable classifier that provides explanations for its predictions. It uses an ensemble of 2d kNN models to increase... canonical: https://daily.dev/posts/interpretable-knn-iknn--f7err1guw twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Interpretable kNN (ikNN) | daily.dev og:description: Interpretable kNN (ikNN) is an interpretable classifier that provides explanations for its predictions. It uses an ensemble of 2d kNN models to increase... og:url: https://daily.dev/posts/interpretable-knn-iknn--f7err1guw og:image: https://api.daily.dev/og/posts/F7eRR1gUw.png og:image:alt: Interpretable kNN (ikNN) 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. # Interpretable kNN (ikNN) **[Medium](https://daily.dev/sources/medium_js)** · 10 min read · 3 upvotes · 0 comments ## Summary Interpretable kNN (ikNN) is an interpretable classifier that provides explanations for its predictions. It uses an ensemble of 2d kNN models to increase interpretability while maintaining accuracy. The ikNN model weighs the influence of input features by considering their predictive power and consistency. ## 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), [#deep-learning](https://daily.dev/tags/deep-learning), [#classification](https://daily.dev/tags/classification) [View this post on daily.dev](https://daily.dev/posts/interpretable-knn-iknn--f7err1guw) ```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":"Interpretable kNN (ikNN)","url":"https://daily.dev/posts/interpretable-knn-iknn--f7err1guw","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/interpretable-knn-iknn--f7err1guw"},"datePublished":"2024-05-15T03:30:01.340Z","dateModified":"2024-05-15T03:29:59.674Z","description":"Interpretable kNN (ikNN) is an interpretable classifier that provides explanations for its predictions. It uses an ensemble of 2d kNN models to increase...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/28e36930203f01e80af38f885189b575?_a=AQAEuiZ","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/28e36930203f01e80af38f885189b575?_a=AQAEuiZ","isAccessibleForFree":true,"articleSection":"Medium","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":"Medium","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/medium","url":"https://daily.dev/sources/medium_js"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/interpretable-knn-iknn--f7err1guw","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":3},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"machine-learning,deep-learning,classification","timeRequired":"PT10M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Medium","item":"https://daily.dev/sources/medium_js"},{"@type":"ListItem","position":3,"name":"Interpretable kNN (ikNN)"}]} ```