Class SVMClassificationType

java.lang.Object

org.tribuo.classification.libsvm.SVMClassificationType

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, SVMType<Label>

public class SVMClassificationType
extends Object
implements SVMType<Label>

The carrier type for LibSVM classification modes.

Supports C_SVC and NU_SVC.

See Also:

• Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static enum	SVMClassificationType.SVMMode	The classification model types.

Constructor Summary

Constructors

Constructor	Description
SVMClassificationType(SVMClassificationType.SVMMode type)	Constructs an SVMClassificationType using the supplied SVM algorithm.

Method Summary

Modifier and Type	Method	Description
int	getNativeType()
com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance	getProvenance()
boolean	isAnomaly()
boolean	isClassification()
boolean	isNu()
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

SVMClassificationType

public SVMClassificationType(SVMClassificationType.SVMMode type)

Constructs an SVMClassificationType using the supplied SVM algorithm.

Parameters:

type - The SVM algorithm.

Method Details

isClassification

public boolean isClassification()

Specified by:

isClassification in interface SVMType<Label>

isRegression

public boolean isRegression()

Specified by:

isRegression in interface SVMType<Label>

isAnomaly

public boolean isAnomaly()

Specified by:

isAnomaly in interface SVMType<Label>

isNu

public boolean isNu()

Specified by:

isNu in interface SVMType<Label>

getNativeType

public int getNativeType()

Specified by:

getNativeType in interface SVMType<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>