Multinomial Logistic Regression - Wikipedia - en.wikipedia.org ![rw-book-cover|200x400](https://readwise-assets.s3.amazonaws.com/static/images/article3.5c705a01b476.png) ## Metadata - Author: **en.wikipedia.org** - Full Title: Multinomial Logistic Regression - Wikipedia - Category: #articles - Tags: #mathematic #probability - URL: https://en.wikipedia.org/wiki/Multinomial_logistic_regression ## Highlights - In statistics, multinomial logistic regression is a classification method that generalizes logistic regression to multiclass problems, i.e. with more than two possible discrete outcomes.[1] That is, it is a model that is used to predict the probabilities of the different possible outcomes of a categorically distributed dependent variable, given a set of independent variables (which may be real-valued, binary-valued, categorical-valued, etc.).