--- title: "#class-imbalance articles | Hashnode" description: "Explore 5 articles tagged #class-imbalance on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/class-imbalance" --- Tag # #class-imbalance 5 posts · 0 followers [ismail zamareh](https://hashnode.com/@ismailzamareh) · [May 6](https://hashnode.com/posts/data-centric-ai-tools-for-fixing-label-noise-and-class-imbalance-a-review-of-cleanlab-and-snorkel-performance/69fbb960d5745ac86976cff4) ### [Data-centric AI Tools for Fixing Label Noise and Class Imbalance: A Review of Cleanlab and Snorkel Performance](https://athar-automation.hashnode.dev/data-centric-ai-tools-for-fixing-label-noise-and-class-imbalance-a-review-of-cleanlab-and-snorkel-performance?utm_source=hashnode&utm_medium=feed) Data-centric AI tools for fixing label noise and class imbalance: A review of Cleanlab and Snorkel performance — educational tutorial / beginner-friendly explainer with clear steps 9 min read · [athar-automation.hashnode.dev](https://athar-automation.hashnode.dev/data-centric-ai-tools-for-fixing-label-noise-and-class-imbalance-a-review-of-cleanlab-and-snorkel-performance?utm_source=hashnode&utm_medium=feed) [ismail zamareh](https://hashnode.com/@ismailzamareh) · [May 6](https://hashnode.com/posts/a-practical-guide-to-tackling-class-imbalance-in-tabular-datasets/69fbbcd69facff139386b4ff) ### [A Practical Guide to Tackling Class Imbalance in Tabular Datasets](https://athar-automation.hashnode.dev/a-practical-guide-to-tackling-class-imbalance-in-tabular-datasets?utm_source=hashnode&utm_medium=feed) Comparative analysis of different categories of solutions for imbalanced tabular datasets — educational tutorial / beginner-friendly explainer with clear steps 9 min read · [athar-automation.hashnode.dev](https://athar-automation.hashnode.dev/a-practical-guide-to-tackling-class-imbalance-in-tabular-datasets?utm_source=hashnode&utm_medium=feed) [Jyotiprakash Mishra](https://hashnode.com/@jpmishra) · [Mar 25, 2025](https://hashnode.com/posts/data-preprocessing-in-machine-learning/67e22618f4a45d4e87c2ebb1) ### [Data Preprocessing in Machine Learning](https://blog.jyotiprakash.org/data-preprocessing-in-machine-learning?utm_source=hashnode&utm_medium=feed) Data preprocessing is the essential art of refining raw, unpolished data into a clean, structured format that machine learning models can effectively utilize. This process encompasses a variety of tasks, such as addressing missing values, converting ... 70 min read · [blog.jyotiprakash.org](https://blog.jyotiprakash.org/data-preprocessing-in-machine-learning?utm_source=hashnode&utm_medium=feed) [Edward Tian](https://hashnode.com/@edward-ds) · [Apr 1, 2018](https://hashnode.com/posts/042018-handling-class-imbalance/682f7bf755ab388eb6b5c4a1) ### [Handling Class Imbalance](https://dsblog.hashnode.dev/042018-handling-class-imbalance?utm_source=hashnode&utm_medium=feed) What is class imbalance? When we’re dealing with a classification task, we have a model that tries to classify a record into some sort of category. Sometimes it’s whether or not a tumor is cancerous, or whether or not an application for a loan is acc... 5 min read · [dsblog.hashnode.dev](https://dsblog.hashnode.dev/042018-handling-class-imbalance?utm_source=hashnode&utm_medium=feed)