Logistic Regression


the logistic model is used to model the probability of a certain class or event existing such as pass/fail, win/lose, alive/dead or healthy/sick. This can be extended to model several classes of events such as determining whether an image contains a cat, dog, lion, etc.

Overview

Logistic Regression
An overview of the concept and math behind logistic regression.
logistic-regression regression tutorial article

Tutorials

Logistic Regression - Machine Learning Glossary
Brief visual explanations of logistic regression with diagrams, code examples and links to resources for learning more.
logistic-regression regression tutorial article

Libraries

General
Scikit-learn
Examples for all the different utilities within scikit-learn.
scikit-learn naive-bayes linear-regression logistic-regression
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