--- title: Pima Indian Diabetes Prediction | daily.dev description: This project analyzes medical factors to predict whether a patient has diabetes or not. Factors such as glucose level, number of pregnancies, skin thickness,... canonical: https://daily.dev/posts/pima-indian-diabetes-prediction-c10s8pubh twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Pima Indian Diabetes Prediction | daily.dev og:description: This project analyzes medical factors to predict whether a patient has diabetes or not. Factors such as glucose level, number of pregnancies, skin thickness,... og:url: https://daily.dev/posts/pima-indian-diabetes-prediction-c10s8pubh og:image: https://api.daily.dev/og/posts/C10S8pubh.png og:image:alt: Pima Indian Diabetes Prediction 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. # Pima Indian Diabetes Prediction **[HEARTBEAT](https://daily.dev/sources/hrb)** · 9 min read · 1 upvotes · 0 comments ## Summary This project analyzes medical factors to predict whether a patient has diabetes or not. Factors such as glucose level, number of pregnancies, skin thickness, insulin level, and BMI are found to be indicators of diabetes risk. Classification models, including logistic regression, random forest, and SVM, are used to predict diabetes with logistic regression achieving the highest accuracy. ## 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), [#data-science](https://daily.dev/tags/data-science), [#data-analysis](https://daily.dev/tags/data-analysis), [#classification](https://daily.dev/tags/classification), [#data-visualization](https://daily.dev/tags/data-visualization), [#logistic-regression](https://daily.dev/tags/logistic-regression), [#random-forest](https://daily.dev/tags/random-forest) [View this post on daily.dev](https://daily.dev/posts/pima-indian-diabetes-prediction-c10s8pubh) ```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":"Pima Indian Diabetes Prediction","url":"https://daily.dev/posts/pima-indian-diabetes-prediction-c10s8pubh","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/pima-indian-diabetes-prediction-c10s8pubh"},"datePublished":"2024-03-06T23:06:06.132Z","dateModified":"2024-05-09T08:29:02.242Z","description":"This project analyzes medical factors to predict whether a patient has diabetes or not. Factors such as glucose level, number of pregnancies, skin thickness,...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/aced288674f9ec257231ebec7ec2afe0?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/aced288674f9ec257231ebec7ec2afe0?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"HEARTBEAT","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":"HEARTBEAT","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/hrb","url":"https://daily.dev/sources/hrb"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/pima-indian-diabetes-prediction-c10s8pubh","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"machine-learning,data-science,data-analysis,classification,data-visualization,logistic-regression,random-forest","timeRequired":"PT9M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"HEARTBEAT","item":"https://daily.dev/sources/hrb"},{"@type":"ListItem","position":3,"name":"Pima Indian Diabetes Prediction"}]} ```