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.LARSOptions

Enum Summary

Enum	Description
TrainTest.SLMType

Package org.tribuo.regression.slm Description

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