Package org.tribuo.regression.slm

Provides implementations of sparse linear regression using various forms of regularisation penalty.

See: Description

Class Summary

Class	Description
ElasticNetCDTrainer	An ElasticNet trainer that uses co-ordinate descent.
LARSLassoTrainer	A trainer for a lasso linear regression model which uses LARS to construct the model.
LARSTrainer	A trainer for a linear regression model which uses least angle regression.
SLMTrainer	A trainer for a sparse linear regression model.
SparseLinearModel	The inference time version of a sparse linear regression model.
TrainTest	Build and run a sparse linear regression model for a standard dataset.
TrainTest.SLMOptions	Command line options.

Enum Summary

Enum	Description
TrainTest.SLMType	Type of sparse linear model.

Package org.tribuo.regression.slm Description

Provides implementations of sparse linear regression using various forms of regularisation penalty.