Class SVMRegressionType

java.lang.Object

org.tribuo.regression.libsvm.SVMRegressionType

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<Regressor>

public class SVMRegressionType
extends Object
implements SVMType<Regressor>

The carrier type for LibSVM regression modes.

Supports C_SVC and NU_SVC.

See Also:

• Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static enum	SVMRegressionType.SVMMode	Type of regression SVM.

Constructor Summary

Constructors

Constructor	Description
SVMRegressionType(SVMRegressionType.SVMMode type)

Method Summary

Modifier and Type	Method	Description
int	getNativeType()	The LibSVM int id for the algorithm.
com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance	getProvenance()
boolean	isAnomaly()	Is this an anomaly detection algorithm.
boolean	isClassification()	Is this a classification algorithm.
boolean	isNu()	Is this a nu-SVM.
boolean	isRegression()	Is this 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 Details

SVMRegressionType

public SVMRegressionType(SVMRegressionType.SVMMode type)

Method Details

isClassification

public boolean isClassification()

Description copied from interface: SVMType

Is this a classification algorithm.

Specified by:

isClassification in interface SVMType<Regressor>

Returns:

True if it's a classification algorithm.

isRegression

public boolean isRegression()

Description copied from interface: SVMType

Is this a regression algorithm.

Specified by:

isRegression in interface SVMType<Regressor>

Returns:

True if it's a regression algorithm.

isAnomaly

public boolean isAnomaly()

Description copied from interface: SVMType

Is this an anomaly detection algorithm.

Specified by:

isAnomaly in interface SVMType<Regressor>

Returns:

True if it's an anomaly detection algorithm.

isNu

public boolean isNu()

Description copied from interface: SVMType

Is this a nu-SVM.

Specified by:

isNu in interface SVMType<Regressor>

Returns:

True if it's a nu-SVM.

getNativeType

public int getNativeType()

Description copied from interface: SVMType

The LibSVM int id for the algorithm.

Specified by:

getNativeType in interface SVMType<Regressor>

Returns:

The int id.

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>