Uses of Class
org.tribuo.common.sgd.AbstractSGDTrainer

Packages that use AbstractSGDTrainer

Package	Description
org.tribuo.classification.sgd.fm	Provides an implementation of a classification factorization machine using Stochastic Gradient Descent.
org.tribuo.classification.sgd.linear	Provides an implementation of a classification linear model using Stochastic Gradient Descent.
org.tribuo.common.sgd	Provides the base classes for models trained with stochastic gradient descent.
org.tribuo.multilabel.sgd.fm	Provides an implementation of a multi-label classification factorization machine model using Stochastic Gradient Descent.
org.tribuo.multilabel.sgd.linear	Provides an implementation of a multi-label classification linear model using Stochastic Gradient Descent.
org.tribuo.regression.sgd.fm	Provides an implementation of factorization machines for regression using Stochastic Gradient Descent.
org.tribuo.regression.sgd.linear	Provides an implementation of linear regression using Stochastic Gradient Descent.

Uses of AbstractSGDTrainer in org.tribuo.classification.sgd.fm

Subclasses of AbstractSGDTrainer in org.tribuo.classification.sgd.fm

Modifier and Type	Class	Description
class	FMClassificationTrainer	A trainer for a classification factorization machine using SGD.

Uses of AbstractSGDTrainer in org.tribuo.classification.sgd.linear

Subclasses of AbstractSGDTrainer in org.tribuo.classification.sgd.linear

Modifier and Type	Class	Description
class	LinearSGDTrainer	A trainer for a linear classifier using SGD.
class	LogisticRegressionTrainer	A logistic regression trainer that uses a reasonable objective, optimiser, number of epochs and minibatch size.

Uses of AbstractSGDTrainer in org.tribuo.common.sgd

Subclasses of AbstractSGDTrainer in org.tribuo.common.sgd

Modifier and Type	Class	Description
class	AbstractFMTrainer<T extends Output<T>,U,V extends AbstractFMModel<T>>	A trainer for a quadratic factorization machine model which uses SGD.
class	AbstractLinearSGDTrainer<T extends Output<T>,U,V extends AbstractLinearSGDModel<T>>	A trainer for a linear model which uses SGD.

Uses of AbstractSGDTrainer in org.tribuo.multilabel.sgd.fm

Subclasses of AbstractSGDTrainer in org.tribuo.multilabel.sgd.fm

Modifier and Type	Class	Description
class	FMMultiLabelTrainer	A trainer for a multi-label classification factorization machine using SGD.

Uses of AbstractSGDTrainer in org.tribuo.multilabel.sgd.linear

Subclasses of AbstractSGDTrainer in org.tribuo.multilabel.sgd.linear

Modifier and Type	Class	Description
class	LinearSGDTrainer	A trainer for a multi-label linear model which uses SGD.

Uses of AbstractSGDTrainer in org.tribuo.regression.sgd.fm

Subclasses of AbstractSGDTrainer in org.tribuo.regression.sgd.fm

Modifier and Type	Class	Description
class	FMRegressionTrainer	A trainer for a regression factorization machine using SGD.

Uses of AbstractSGDTrainer in org.tribuo.regression.sgd.linear

Subclasses of AbstractSGDTrainer in org.tribuo.regression.sgd.linear

Modifier and Type	Class	Description
class	LinearSGDTrainer	A trainer for a linear regression model which uses SGD.