org.tribuo.regression.liblinear

Class LinearRegressionType

java.lang.Object

org.tribuo.regression.liblinear.LinearRegressionType

All Implemented Interfaces:

com.oracle.labs.mlrg.olcut.config.Configurable, com.oracle.labs.mlrg.olcut.provenance.Provenancable<com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance>, Serializable, LibLinearType<Regressor>

public final class LinearRegressionType
extends Object
implements LibLinearType<Regressor>

The carrier type for liblinear linear regression modes.

Supports: L2R_L2LOSS_SVR, L2R_L2LOSS_SVR_DUAL, L2R_L1LOSS_SVR_DUAL.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	LinearRegressionType.LinearType The type of linear regression algorithm.

Constructor Summary

Constructors

Constructor and Description
LinearRegressionType(LinearRegressionType.LinearType type)

Method Summary

Modifier and Type	Method and Description
com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance	getProvenance()
de.bwaldvogel.liblinear.SolverType	getSolverType() Returns the liblinear enum type.
boolean	isAnomaly() Is this class an anomaly detection algorithm?
boolean	isClassification() Is this class a Classification algorithm?
boolean	isRegression() Is this class a Regression algorithm?

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface com.oracle.labs.mlrg.olcut.config.Configurable

postConfig

Constructor Detail

LinearRegressionType

public LinearRegressionType(LinearRegressionType.LinearType type)

Method Detail

isClassification

public boolean isClassification()

Description copied from interface: LibLinearType

Is this class a Classification algorithm?

Specified by:

isClassification in interface LibLinearType<Regressor>

Returns:

True if it's a classification algorithm.

isRegression

public boolean isRegression()

Description copied from interface: LibLinearType

Is this class a Regression algorithm?

Specified by:

isRegression in interface LibLinearType<Regressor>

Returns:

True if it's a regression algorithm.

isAnomaly

public boolean isAnomaly()

Description copied from interface: LibLinearType

Is this class an anomaly detection algorithm?

Specified by:

isAnomaly in interface LibLinearType<Regressor>

Returns:

True if it's an anomaly detection algorithm.

getSolverType

public de.bwaldvogel.liblinear.SolverType getSolverType()

Description copied from interface: LibLinearType

Returns the liblinear enum type.

Specified by:

getSolverType in interface LibLinearType<Regressor>

Returns:

The liblinear enum type.

getProvenance

public com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance getProvenance()

Specified by:

getProvenance in interface com.oracle.labs.mlrg.olcut.provenance.Provenancable<com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance>