Package org.tribuo.classification.sgd.kernel

package org.tribuo.classification.sgd.kernel

Provides a SGD implementation of a Kernel SVM using the Pegasos algorithm.

Related Packages

Package	Description
org.tribuo.classification.sgd	Provides infrastructure for Stochastic Gradient Descent for 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.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
KernelSVMModel	The inference time version of a kernel model trained using Pegasos.
KernelSVMOptions	Options for using the KernelSVMTrainer.
KernelSVMOptions.KernelEnum	The kernel types.
KernelSVMTrainer	A trainer for a kernelised model using the Pegasos optimiser.
TrainTest	Build and run a kernel SVM classifier for a standard dataset.
TrainTest.TrainTestOptions	Command line options.