gov.sandia.cognition.statistics.distribution

Class ScalarDataDistribution.Estimator

java.lang.Object

gov.sandia.cognition.util.AbstractCloneableSerializable

gov.sandia.cognition.learning.algorithm.AbstractBatchAndIncrementalLearner<java.lang.Double,ScalarDataDistribution>

gov.sandia.cognition.statistics.distribution.ScalarDataDistribution.Estimator

All Implemented Interfaces:

BatchAndIncrementalLearner<java.lang.Double,ScalarDataDistribution>, BatchLearner<java.util.Collection<? extends java.lang.Double>,ScalarDataDistribution>, IncrementalLearner<java.lang.Double,ScalarDataDistribution>, DistributionEstimator<java.lang.Double,ScalarDataDistribution>, CloneableSerializable, java.io.Serializable, java.lang.Cloneable

Enclosing class:

ScalarDataDistribution

public static class ScalarDataDistribution.Estimator
extends AbstractBatchAndIncrementalLearner<java.lang.Double,ScalarDataDistribution>
implements DistributionEstimator<java.lang.Double,ScalarDataDistribution>

Estimator for a ScalarDataDistribution

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
Estimator() Default constructor

Method Summary

Modifier and Type	Method and Description
ScalarDataDistribution	createInitialLearnedObject() Creates a new initial learned object, before any data is given.
void	update(ScalarDataDistribution target, java.lang.Double data) The update method updates an object of ResultType using the given new data of type DataType, using some form of "learning" algorithm.

Methods inherited from class gov.sandia.cognition.learning.algorithm.AbstractBatchAndIncrementalLearner

clone, learn, learn, update

Methods inherited from class java.lang.Object

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

Methods inherited from interface gov.sandia.cognition.learning.algorithm.BatchLearner

learn

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

clone

Constructor Detail

Estimator

public Estimator()

Default constructor

Method Detail

createInitialLearnedObject

public ScalarDataDistribution createInitialLearnedObject()

Description copied from interface: IncrementalLearner

Creates a new initial learned object, before any data is given.

Specified by:

createInitialLearnedObject in interface IncrementalLearner<java.lang.Double,ScalarDataDistribution>

Returns:

The initial learned object.

update

public void update(ScalarDataDistribution target,
                   java.lang.Double data)

Description copied from interface: IncrementalLearner

The update method updates an object of ResultType using the given new data of type DataType, using some form of "learning" algorithm.

Specified by:

update in interface IncrementalLearner<java.lang.Double,ScalarDataDistribution>

Parameters:

target - The object to update.

data - The new data for the learning algorithm to use to update the object.