--- title: How Neighborly is K-Nearest Neighbors to GIS Pros? description: K Nearest Neighbor (k-NN) algorithm is a non-parametric, supervised learning classifier widely used in machine learning. It can be applied to geospatial... canonical: https://daily.dev/posts/how-neighborly-is-k-nearest-neighbors-to-gis-pros--cjirlec6e twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: How Neighborly is K-Nearest Neighbors to GIS Pros? | daily.dev og:description: K Nearest Neighbor (k-NN) algorithm is a non-parametric, supervised learning classifier widely used in machine learning. It can be applied to geospatial... og:url: https://daily.dev/posts/how-neighborly-is-k-nearest-neighbors-to-gis-pros--cjirlec6e og:image: https://api.daily.dev/og/posts/CJiRLeC6E.png og:image:alt: How Neighborly is K-Nearest Neighbors to GIS Pros? 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. # How Neighborly is K-Nearest Neighbors to GIS Pros? **[Towards AI](https://daily.dev/sources/tai)** · 5 min read · 2 upvotes · 0 comments ## Summary K Nearest Neighbor (k-NN) algorithm is a non-parametric, supervised learning classifier widely used in machine learning. It can be applied to geospatial analysis for categorizing satellite images, geographic clustering, and market segmentation. The algorithm is easy to understand, expandable, and accessible to GIS platforms. It does not require a training period and is time-efficient. To get started, choose the appropriate platform, use documentation and tutorials, understand the concepts, and practice. The future of K Nearest Neighbor depends on its ability to handle new problems and adapt to shifting industry demands in geospatial analysis. ## 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), [#python](https://daily.dev/tags/python), [#gis](https://daily.dev/tags/gis) [View this post on daily.dev](https://daily.dev/posts/how-neighborly-is-k-nearest-neighbors-to-gis-pros--cjirlec6e) ```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":"How Neighborly is K-Nearest Neighbors to GIS Pros?","url":"https://daily.dev/posts/how-neighborly-is-k-nearest-neighbors-to-gis-pros--cjirlec6e","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/how-neighborly-is-k-nearest-neighbors-to-gis-pros--cjirlec6e"},"datePublished":"2024-04-11T09:42:04.939Z","dateModified":"2024-05-09T08:07:00.500Z","description":"K Nearest Neighbor (k-NN) algorithm is a non-parametric, supervised learning classifier widely used in machine learning. It can be applied to geospatial...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/8fe00a1cd48a2d3c21a9c913e05c9c73?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/8fe00a1cd48a2d3c21a9c913e05c9c73?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Towards AI","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 AI","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/8b7e3e63e47b4d34b4c1e634b902c12f","url":"https://daily.dev/sources/tai"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/how-neighborly-is-k-nearest-neighbors-to-gis-pros--cjirlec6e","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":2},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"machine-learning,python,gis","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 AI","item":"https://daily.dev/sources/tai"},{"@type":"ListItem","position":3,"name":"How Neighborly is K-Nearest Neighbors to GIS Pros?"}]} ```