--- title: Classification News & Updates | daily.dev description: Classification news and updates covering assigning items to categories with machine learning. Readers can learn about binary and multiclass approaches, evaluation with precision, recall, and confusion matrices, class imbalance handling, threshold selection. canonical: https://daily.dev/tags/classification twitter:card: summary_large_image twitter:site: @dailydotdev og:url: https://daily.dev/tags/classification og:type: website og:site_name: daily.dev og:title: Classification News & Updates | daily.dev og:description: Classification news and updates covering assigning items to categories with machine learning. Readers can learn about binary and multiclass approaches, evaluation with precision, recall, and confusion matrices, class imbalance handling, threshold selection. og:image: https://api.daily.dev/og/tags/classification.png og:image:width: 1200 og:image:height: 630 --- ## Roadmaps [Comprehensive roadmap for ClassificationBy roadmap.sh](https://roadmap.sh/ai-data-scientist?ref=dailydev) ## Recommended Classification stories ## Who to follow for Classification ## Top sources covering Classification ## Most upvoted Classification posts ## Best discussed Classification posts ## All posts about Classification ```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","@graph":[{"@type":"CollectionPage","@id":"https://daily.dev/tags/classification#page","url":"https://daily.dev/tags/classification","name":"Classification News & Updates","description":"Classification news and updates covering assigning items to categories with machine learning. Readers can learn about binary and multiclass approaches, evaluation with precision, recall, and confusion matrices, class imbalance handling, threshold selection.","isPartOf":{"@type":"WebSite","url":"https://daily.dev"}},{"@type":"ItemList","@id":"https://daily.dev/tags/classification#items","numberOfItems":10,"itemListElement":[{"@type":"ListItem","position":1,"url":"https://daily.dev/posts/interpretable-knn-iknn--f7err1guw","name":"Interpretable kNN (ikNN)"},{"@type":"ListItem","position":2,"url":"https://daily.dev/posts/design-a-multi-layer-perceptron-mlp-neural-network-for-classification-oua0ndor0","name":"Design a Multi-Layer Perceptron (MLP) Neural Network for Classification"},{"@type":"ListItem","position":3,"url":"https://daily.dev/posts/understanding-k-nearest-neighbors-yyeet6myj","name":"Understanding k-Nearest Neighbors"},{"@type":"ListItem","position":4,"url":"https://daily.dev/posts/5-machine-learning-papers-to-read-in-2024-tzi8rkxk8","name":"5 Machine Learning Papers to Read in 2024"},{"@type":"ListItem","position":5,"url":"https://daily.dev/posts/navigating-the-world-of-distance-measures-understanding-concepts-and-constraints-igi7gcl64","name":"Navigating the World of Distance Measures: Understanding Concepts and Constraints"},{"@type":"ListItem","position":6,"url":"https://daily.dev/posts/a-simple-technique-to-understand-tp-tn-fp-and-fn-ccwxmf9mw","name":"A Simple Technique to Understand TP, TN, FP and FN"},{"@type":"ListItem","position":7,"url":"https://daily.dev/posts/towards-fairer-ai-strategies-for-instance-wise-unlearning-without-retraining-kb2s0yj7z","name":"Towards Fairer AI: Strategies for Instance-Wise Unlearning Without Retraining"},{"@type":"ListItem","position":8,"url":"https://daily.dev/posts/the-analytical-language-of-john-wilkins-epogrwis7","name":"The Analytical Language of John Wilkins"},{"@type":"ListItem","position":9,"url":"https://daily.dev/posts/issue-54---k-nearest-neighbors-aft7kvbeg","name":"Issue #54 - K-Nearest Neighbors"},{"@type":"ListItem","position":10,"url":"https://daily.dev/posts/linear-learner-in-sagemaker-hyperparameter-tuning-hurfbcokn","name":"Linear Learner in SageMaker: Hyperparameter Tuning"}]},{"@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Tags","item":"https://daily.dev/tags"},{"@type":"ListItem","position":3,"name":"Classification"}]}]} ```