Generalized iterative scaling

id: generalized-iterative-scaling-236-12783780
title: Generalized iterative scaling
text: In statistics, generalized iterative scaling (GIS) and improved iterative scaling (IIS) are two early algorithms used to fit log-linear models, notably multinomial logistic regression (MaxEnt) classifiers and extensions of it such as MaxEnt Markov models and conditional random fields. These algorithms have been largely surpassed by gradient-based methods such as L-BFGS and coordinate descent algorithms.
brand slug: wiki
category slug: encyclopedia
description:
original url: https://en.wikipedia.org/wiki/Generalized_iterative_scaling
date created:
date modified: 2021-05-05T22:04:05Z
main entity: {"identifier":"Q17086149","url":"https://www.wikidata.org/entity/Q17086149"}
image:
fields total: 13
integrity: 13

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