--- title: "Pima Indian Diabetes Prediction" url: https://daily.dev/posts/pima-indian-diabetes-prediction-c10s8pubh source_url: https://heartbeat.comet.ml/pima-indian-diabetes-prediction-6ea1770902df type: article source: "HEARTBEAT" published: 2024-03-06T23:06:06.132Z updated: 2024-05-09T08:29:02.242Z tags: ["machine-learning", "data-science", "data-analysis", "classification", "data-visualization", "logistic-regression", "random-forest"] reading_time: 9 upvotes: 1 comments: 0 language: 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: ## Similar posts on daily.dev - [Don’t just attend KubeCon \+ CloudNativeCon, Merge Forward your experience\!](https://daily.dev/posts/don-t-just-attend-kubecon-cloudnativecon-merge-forward-your-experience--l0rpp73x8) · CNCF · 0 upvotes · 0 comments - [Announcing H2 2026 KCDs](https://daily.dev/posts/announcing-h2-2026-kcds-m96goajm1) · CNCF · 1 upvotes · 0 comments - [Two months of Open Community Groups](https://daily.dev/posts/two-months-of-open-community-groups-asf52zhbs) · CNCF · 0 upvotes · 0 comments - [CNCF Unveils Schedule for KubeCon \+ CloudNativeCon Europe 2026](https://daily.dev/posts/cncf-unveils-schedule-for-kubecon-cloudnativecon-europe-2026-ikhcoa5cb) · CNCF · 2 upvotes · 0 comments - [CNCF Debuts KubeCon \+ CloudNativeCon Japan 2026 Schedule](https://daily.dev/posts/cncf-debuts-kubecon-cloudnativecon-japan-2026-schedule-xp5pyudub) · CNCF · 1 upvotes · 0 comments --- 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)