Japkeerat Singhjapkeeratsingh.com路Dec 9, 2024Is the Model making right predictions? - Part 2 of 5 on Evaluation of Machine Learning ModelsWe have already discussed accuracy as a metric, its limitations and confusion matrix in the previous post in the series. This post will cover the metrics that we can derive from confusion matrix and how they serve as a better alternative than looking...DiscussMachine LearningMachine Learning
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Yash Chaudhariyash-chaudharis-blog.hashnode.dev路Nov 11, 2024Error Metrics in Regression and ClassificationHi there, in this post, I will discuss the metrics that are used to evaluate how accurate machine learning models are. I hope that helps. You can use this page as a cheat sheet. At its core, what we all do when deriving a machine learning model is ma...Discuss#MSE
Nischal Baidarnischalbaidar.hashnode.dev路Oct 17, 2024馃 Machine Learning Terms You Must Know1. 馃 Algorithm Definition: A set of rules or steps that a machine follows to make decisions or predictions. Real-life example: Like a chef following a recipe to bake a cake 馃嵃, an ML algorithm follows specific steps to learn from data and make pre...Discusseasyterms
Indu Jawlacoders.hashnode.dev路Oct 14, 2024Understanding Machine Learning: Key Concepts and TechniquesMachine learning, a subfield of artificial intelligence, empowers computers to learn from data and make decisions without being explicitly programmed. It is typically categorized into two main types: supervised learning and unsupervised learning. Sup...DiscussMachine Learning
Ajala marvellousmadeofajala.hashnode.dev路Jun 24, 2022Accuracy, Recall and Precision: Understanding When To Use Which and Business importanceIntroduction I鈥檓 sure every data scientist starts their data science journey by pumping those accuracy scores, trying to squeeze out an extra 0.5% to move their 99% accurate model to 99.5% while also trying to maintain a healthy balance of preventing...Discuss路71 readsMachine Learning
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