Class LinearAnomalyType

java.lang.Object

org.tribuo.anomaly.liblinear.LinearAnomalyType

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<Event>

public final class LinearAnomalyType
extends Object
implements LibLinearType<Event>

The carrier type for liblinear anomaly detection modes.

Supports: ONECLASS_SVM

See Also:

• Serialized Form

Nested Class Summary

Nested Classes

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

Constructor Summary

Constructors

Constructor	Description
LinearAnomalyType(LinearAnomalyType.LinearType type)	Constructs the type of the liblinear anomaly detector.

Method Summary

Modifier and Type	Method	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 Details

LinearAnomalyType

public LinearAnomalyType(LinearAnomalyType.LinearType type)

Constructs the type of the liblinear anomaly detector.

Parameters:

type - The anomaly detector type.

Method Details

isClassification

public boolean isClassification()

Description copied from interface: LibLinearType

Is this class a Classification algorithm?

Specified by:

isClassification in interface LibLinearType<Event>

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<Event>

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<Event>

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<Event>

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>