Package org.tribuo.classification.sgd.linear

Provides an implementation of a classification linear model using Stochastic Gradient Descent.

See: Description

Class Summary

Class	Description
LinearSGDModel	The inference time version of a linear model trained using SGD.
LinearSGDOptions	CLI options for training a linear classifier.
LinearSGDTrainer	A trainer for a linear model which uses SGD.
LogisticRegressionTrainer	A logistic regression trainer that uses a reasonable objective, optimiser, number of epochs and minibatch size.

Enum Summary

Enum	Description
LinearSGDOptions.LossEnum	Available loss types.

Package org.tribuo.classification.sgd.linear Description

Provides an implementation of a classification linear model using Stochastic Gradient Descent.