--- title: A Simple Technique to Understand TP, TN, FP and FN description: Learn a simple technique to understand TP, TN, FP, and FN in binary classification models. Also, explore other special techniques for labeling binary... canonical: https://daily.dev/posts/a-simple-technique-to-understand-tp-tn-fp-and-fn-ccwxmf9mw twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: A Simple Technique to Understand TP, TN, FP and FN | daily.dev og:description: Learn a simple technique to understand TP, TN, FP, and FN in binary classification models. Also, explore other special techniques for labeling binary... og:url: https://daily.dev/posts/a-simple-technique-to-understand-tp-tn-fp-and-fn-ccwxmf9mw og:image: https://api.daily.dev/og/posts/ccWxmf9MW.png og:image:alt: A Simple Technique to Understand TP, TN, FP and FN 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. # A Simple Technique to Understand TP, TN, FP and FN **[Daily Dose of Data Science \| Avi Chawla \| Substack](https://daily.dev/sources/dailydoseofds)** · 3 min read · 13 upvotes · 0 comments ## Summary Learn a simple technique to understand TP, TN, FP, and FN in binary classification models. Also, explore other special techniques for labeling binary classification predictions. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#data-science](https://daily.dev/tags/data-science), [#classification](https://daily.dev/tags/classification), [#linear-regression](https://daily.dev/tags/linear-regression) [View this post on daily.dev](https://daily.dev/posts/a-simple-technique-to-understand-tp-tn-fp-and-fn-ccwxmf9mw) ```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":"A Simple Technique to Understand TP, TN, FP and FN","url":"https://daily.dev/posts/a-simple-technique-to-understand-tp-tn-fp-and-fn-ccwxmf9mw","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/a-simple-technique-to-understand-tp-tn-fp-and-fn-ccwxmf9mw"},"datePublished":"2024-05-06T19:12:59.830Z","dateModified":"2024-05-09T08:14:12.405Z","description":"Learn a simple technique to understand TP, TN, FP, and FN in binary classification models. Also, explore other special techniques for labeling binary...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/f9cc058a805c5374a71addcb7637b3d6?_a=AQAEuiZ","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/f9cc058a805c5374a71addcb7637b3d6?_a=AQAEuiZ","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/a-simple-technique-to-understand-tp-tn-fp-and-fn-ccwxmf9mw","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":13},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"data-science,classification,linear-regression","timeRequired":"PT3M"} {"@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":"A Simple Technique to Understand TP, TN, FP and FN"}]} ```