org.apache.ignite.ml.svm

Class SVMLinearMultiClassClassificationModel

java.lang.Object

org.apache.ignite.ml.svm.SVMLinearMultiClassClassificationModel

All Implemented Interfaces:

Serializable, Function<Vector,Double>, Exportable<SVMLinearMultiClassClassificationModel>, IgniteFunction<Vector,Double>, Model<Vector,Double>

public class SVMLinearMultiClassClassificationModel
extends Object
implements Model<Vector,Double>, Exportable<SVMLinearMultiClassClassificationModel>, Serializable

Base class for multi-classification model for set of SVM classifiers.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
SVMLinearMultiClassClassificationModel()

Method Summary

Modifier and Type	Method and Description
void	add(double clsLb, SVMLinearBinaryClassificationModel mdl) Adds a specific SVM binary classifier to the bunch of same classifiers.
Double	apply(Vector input)
boolean	equals(Object o)
Optional<SVMLinearBinaryClassificationModel>	getModelForClass(double clsLb)
int	hashCode()
<P> void	saveModel(Exporter<SVMLinearMultiClassClassificationModel,P> exporter, P path) Save model by the given path.
String	toString()
String	toString(boolean pretty)

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface org.apache.ignite.ml.Model

combine

Methods inherited from interface java.util.function.Function

andThen, compose, identity

Constructor Detail

SVMLinearMultiClassClassificationModel

public SVMLinearMultiClassClassificationModel()

Method Detail

apply

public Double apply(Vector input)

Specified by:

apply in interface Function<Vector,Double>

saveModel

public <P> void saveModel(Exporter<SVMLinearMultiClassClassificationModel,P> exporter,
                          P path)

Save model by the given path.

Specified by:

saveModel in interface Exportable<SVMLinearMultiClassClassificationModel>

Parameters:

exporter - Exporter.

path - Path to saved model.

equals

public boolean equals(Object o)

Overrides:

equals in class Object

hashCode

public int hashCode()

Overrides:

hashCode in class Object

toString

public String toString()

Overrides:

toString in class Object

toString

public String toString(boolean pretty)

Specified by:

toString in interface Model<Vector,Double>

Parameters:

pretty - Use pretty mode.

add

public void add(double clsLb,
                SVMLinearBinaryClassificationModel mdl)

Adds a specific SVM binary classifier to the bunch of same classifiers.

Parameters:

clsLb - The class label for the added model.

mdl - The model.

getModelForClass

public Optional<SVMLinearBinaryClassificationModel> getModelForClass(double clsLb)

Parameters:

clsLb - Class label.

Returns:

model trained for target class if it exists.