gov.sandia.cognition.learning.algorithm.delta

Class AbstractDeltaCategorizer.AbstractLearner<CategoryType>

java.lang.Object

gov.sandia.cognition.util.AbstractCloneableSerializable

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

Direct Known Subclasses:

BurrowsDeltaCategorizer.Learner, CosineDeltaCategorizer.Learner

Enclosing class:

AbstractDeltaCategorizer<CategoryType>

public abstract static class AbstractDeltaCategorizer.AbstractLearner<CategoryType>
extends AbstractCloneableSerializable
implements SupervisedBatchLearner<Vector,CategoryType,AbstractDeltaCategorizer<CategoryType>>

Abstract learner for delta algorithms. For each implementation of a delta algorithm, there should be a learner that extends AbstractLearner and creates and returns a trained categorizer.

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
protected java.util.Collection<? extends InputOutputPair<? extends Vector,CategoryType>>	trainingSet The training set.

Constructor Summary

Constructors

Constructor and Description
AbstractLearner() Default constructor.

Method Summary

Modifier and Type	Method and Description
abstract AbstractDeltaCategorizer<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

Field Detail

trainingSet

protected java.util.Collection<? extends InputOutputPair<? extends Vector,CategoryType>> trainingSet

The training set.

Constructor Detail

AbstractLearner

public AbstractLearner()

Default constructor.

Method Detail

learn

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

Method that does the training.

Specified by:

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

Parameters:

trainingSet -

Returns: