Package org.tribuo.classification.sgd

package org.tribuo.classification.sgd

Provides infrastructure for Stochastic Gradient Descent for classification problems.

Related Packages

Package	Description
org.tribuo.classification	Provides classes and infrastructure for multiclass classification problems.
org.tribuo.classification.sgd.crf	Provides an implementation of a linear chain CRF trained using Stochastic Gradient Descent.
org.tribuo.classification.sgd.fm	Provides an implementation of a classification factorization machine using Stochastic Gradient Descent.
org.tribuo.classification.sgd.kernel	Provides a SGD implementation of a Kernel SVM using the Pegasos algorithm.
org.tribuo.classification.sgd.linear	Provides an implementation of a classification linear model using Stochastic Gradient Descent.
org.tribuo.classification.sgd.objectives	Provides classification loss functions for Stochastic Gradient Descent.

Class	Description
LabelObjective	An interface for single label prediction objectives.
TrainTest	Build and run a classifier for a standard dataset using LinearSGDTrainer.
TrainTest.TrainTestOptions	Command line options.
Util	SGD utilities.
Util.ExampleArray	A nominal tuple.
Util.SequenceExampleArray	A nominal tuple.