Package ai.libs.jaicore.ml.classification.singlelabel.timeseries.dataset

Class TimeSeriesInstance

java.lang.Object

ai.libs.jaicore.ml.classification.singlelabel.timeseries.dataset.TimeSeriesInstance

All Implemented Interfaces:

ITimeSeriesInstance, IClusterableInstance, java.lang.Iterable<INDArrayTimeseries>, org.apache.commons.math3.ml.clustering.Clusterable, org.api4.java.ai.ml.core.dataset.IInstance, org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance

public class TimeSeriesInstance
extends java.lang.Object
implements ITimeSeriesInstance

TimeSeriesInstance

Constructor Summary

Constructors

Constructor	Description
TimeSeriesInstance(INDArrayTimeseries[] attributeValues, java.lang.Object targetValue)	Constructor.
TimeSeriesInstance(java.util.List<INDArrayTimeseries> attributeValues, java.lang.Object targetValue)

Method Summary

Modifier and Type	Method	Description
java.lang.Object[]	getAttributes()
INDArrayTimeseries	getAttributeValue(int pos)
java.lang.Object	getLabel()
double[]	getPoint()
double	getPointValue(int pos)
boolean	isLabelPresent()
java.util.Iterator<INDArrayTimeseries>	iterator()
void	removeColumn(int columnPos)
void	setAttributeValue(int pos, java.lang.Object value)
void	setLabel(java.lang.Object label)

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.api4.java.ai.ml.core.dataset.IInstance

getNumAttributes, isAttributeValuePresent

Methods inherited from interface java.lang.Iterable

forEach, spliterator

Constructor Detail

TimeSeriesInstance

public TimeSeriesInstance(INDArrayTimeseries[] attributeValues,
                          java.lang.Object targetValue)

Constructor.

Parameters:

dataset -

attributeValues -

targetValue -

TimeSeriesInstance

public TimeSeriesInstance(java.util.List<INDArrayTimeseries> attributeValues,
                          java.lang.Object targetValue)

Method Detail

getAttributeValue

public INDArrayTimeseries getAttributeValue(int pos)

Specified by:

getAttributeValue in interface org.api4.java.ai.ml.core.dataset.IInstance

getLabel

public java.lang.Object getLabel()

Specified by:

getLabel in interface org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance

iterator

public java.util.Iterator<INDArrayTimeseries> iterator()

Specified by:

iterator in interface java.lang.Iterable<INDArrayTimeseries>

getPoint

public double[] getPoint()

Specified by:

getPoint in interface org.apache.commons.math3.ml.clustering.Clusterable

Specified by:

getPoint in interface org.api4.java.ai.ml.core.dataset.IInstance

getAttributes

public java.lang.Object[] getAttributes()

Specified by:

getAttributes in interface org.api4.java.ai.ml.core.dataset.IInstance

removeColumn

public void removeColumn(int columnPos)

Specified by:

removeColumn in interface org.api4.java.ai.ml.core.dataset.IInstance

getPointValue

public double getPointValue(int pos)

Specified by:

getPointValue in interface org.api4.java.ai.ml.core.dataset.IInstance

setLabel

public void setLabel(java.lang.Object label)

Specified by:

setLabel in interface org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance

setAttributeValue

public void setAttributeValue(int pos,
                              java.lang.Object value)

Specified by:

setAttributeValue in interface org.api4.java.ai.ml.core.dataset.IInstance

Specified by:

setAttributeValue in interface org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance

isLabelPresent

public boolean isLabelPresent()

Specified by:

isLabelPresent in interface org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance