--- title: "Interpretable kNN (ikNN)" url: https://daily.dev/posts/interpretable-knn-iknn--f7err1guw source_url: https://towardsdatascience.com/interpretable-knn-iknn-33d38402b8fc type: article source: "Medium" published: 2024-05-15T03:30:01.340Z updated: 2024-05-15T03:29:59.674Z tags: ["machine-learning", "deep-learning", "classification"] reading_time: 10 upvotes: 3 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. # 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: ## 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), [#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)