gov.sandia.cognition.learning.algorithm.delta

Class CosineDeltaCategorizer.Learner<CategoryType>

java.lang.Object

gov.sandia.cognition.util.AbstractCloneableSerializable

gov.sandia.cognition.learning.algorithm.delta.AbstractDeltaCategorizer.AbstractLearner<CategoryType>

gov.sandia.cognition.learning.algorithm.delta.CosineDeltaCategorizer.Learner<CategoryType>

Type Parameters:

CategoryType - Type of the categories of the categorizer.

All Implemented Interfaces:

BatchLearner<java.util.Collection<? extends InputOutputPair<? extends Vector,CategoryType>>,AbstractDeltaCategorizer<CategoryType>>, SupervisedBatchLearner<Vector,CategoryType,AbstractDeltaCategorizer<CategoryType>>, CloneableSerializable, java.io.Serializable, java.lang.Cloneable

Enclosing class:

CosineDeltaCategorizer<CategoryType>

public static class CosineDeltaCategorizer.Learner<CategoryType>
extends AbstractDeltaCategorizer.AbstractLearner<CategoryType>

Learner for a CosineDeltaCategorizer.

See Also:

Serialized Form

Field Summary

Fields inherited from class gov.sandia.cognition.learning.algorithm.delta.AbstractDeltaCategorizer.AbstractLearner

trainingSet

Constructor Summary

Constructors

Constructor and Description
Learner() Default constructor.

Method Summary

Modifier and Type	Method and Description
CosineDeltaCategorizer<CategoryType>	learn(java.util.Collection<? extends InputOutputPair<? extends Vector,CategoryType>> trainingSet) Method that does the training.

Methods inherited from class gov.sandia.cognition.util.AbstractCloneableSerializable

clone

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface gov.sandia.cognition.util.CloneableSerializable

clone

Constructor Detail

Learner

public Learner()

Default constructor.

Method Detail

learn

public CosineDeltaCategorizer<CategoryType> learn(java.util.Collection<? extends InputOutputPair<? extends Vector,CategoryType>> trainingSet)

Description copied from class: AbstractDeltaCategorizer.AbstractLearner

Method that does the training.

Specified by:

learn in interface BatchLearner<java.util.Collection<? extends InputOutputPair<? extends Vector,CategoryType>>,AbstractDeltaCategorizer<CategoryType>>

Specified by:

learn in class AbstractDeltaCategorizer.AbstractLearner<CategoryType>

Parameters:

trainingSet - The data that the learning algorithm will use to create an object of ResultType.

Returns:

The object that is created based on the given data using the learning algorithm.