Class LinearClassificationType

java.lang.Object

org.tribuo.classification.liblinear.LinearClassificationType

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<Label>

public final class LinearClassificationType
extends Object
implements LibLinearType<Label>

The carrier type for liblinear classification modes.

Supports: L1R_L2LOSS_SVC, L2R_L2LOSS_SVC, L2R_L2LOSS_SVC_DUAL, L2R_L1LOSS_SVC_DUAL, MCSVM_CS, L1R_LR, L2R_LR, L2R_LR_DUAL.

See Also:

• Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static enum	LinearClassificationType.LinearType	The different model types available for classification.

Constructor Summary

Constructors

Constructor	Description
LinearClassificationType(LinearClassificationType.LinearType type)	Constructs a LinearClassificationType using the supplied algorithm.

Method Summary

Modifier and Type	Method	Description
com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance	getProvenance()
de.bwaldvogel.liblinear.SolverType	getSolverType()
boolean	isAnomaly()
boolean	isClassification()
boolean	isRegression()

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 Details

LinearClassificationType

public LinearClassificationType(LinearClassificationType.LinearType type)

Constructs a LinearClassificationType using the supplied algorithm.

Parameters:

type - The liblinear algorithm.

Method Details

isClassification

public boolean isClassification()

Specified by:

isClassification in interface LibLinearType<Label>

isRegression

public boolean isRegression()

Specified by:

isRegression in interface LibLinearType<Label>

isAnomaly

public boolean isAnomaly()

Specified by:

isAnomaly in interface LibLinearType<Label>

getSolverType

public de.bwaldvogel.liblinear.SolverType getSolverType()

Specified by:

getSolverType in interface LibLinearType<Label>

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>