Knowledge Labs
Logo
Introduction to Machine LearningDeep Learning IntroductionProbability for Machine LearningStatistics for Machine LearningNatural Language Processing (NLP)Data Science IntroductionAI for EveryoneRetrieval Augmented Generation (RAG)AI for ArtistsComprehensive Guide to Model Context ProtocolComprehensive Guide to Economy & Financial SystemsComprehensive Guide to Babylon.js Game Engine
Introduction to Machine Learning
/Probabilistic Models
/Frequentist (classical) probabilistic model
/Logistic Regression

Logistic Regression

.

Logistic Regression

Logistic regression is a statistical model for binary classification. Despite its name, it is used for classification tasks rather than regression.

Example: Similar to how a doctor evaluates multiple symptoms to assess disease probability rather than giving a simple yes/no answer. It is widely used in credit scoring, spam detection, and medical diagnosis.