org.deeplearning4j.datasets.iterator.impl

Class UciSequenceDataSetIterator

java.lang.Object

org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator

org.deeplearning4j.datasets.iterator.impl.UciSequenceDataSetIterator

All Implemented Interfaces:

Serializable, Iterator<org.nd4j.linalg.dataset.DataSet>, org.nd4j.linalg.dataset.api.iterator.DataSetIterator

public class UciSequenceDataSetIterator
extends SequenceRecordReaderDataSetIterator

UCI synthetic control chart time series dataset. This dataset is useful for classification of univariate time series with six categories: Normal, Cyclic, Increasing trend, Decreasing trend, Upward shift, Downward shift Details: https://archive.ics.uci.edu/ml/datasets/Synthetic+Control+Chart+Time+Series Data: https://archive.ics.uci.edu/ml/machine-learning-databases/synthetic_control-mld/synthetic_control.data Image: https://archive.ics.uci.edu/ml/machine-learning-databases/synthetic_control-mld/data.jpeg

Author:

Briton Park (bpark738)

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator

SequenceRecordReaderDataSetIterator.AlignmentMode

Field Summary

Fields

Modifier and Type	Field and Description
protected org.nd4j.linalg.dataset.api.DataSetPreProcessor	preProcessor

Constructor Summary

Constructors

Constructor and Description
UciSequenceDataSetIterator(int batchSize)
UciSequenceDataSetIterator(int batchSize, DataSetType set)
UciSequenceDataSetIterator(int batchSize, DataSetType set, long rngSeed)

Method Summary

Methods inherited from class org.deeplearning4j.datasets.datavec.SequenceRecordReaderDataSetIterator

asyncSupported, batch, cursor, getLabels, getPreProcessor, hasNext, inputColumns, isCollectMetaData, loadFromMetaData, loadFromMetaData, next, next, numExamples, remove, reset, resetSupported, setCollectMetaData, setPreProcessor, totalExamples, totalOutcomes

Methods inherited from class java.lang.Object

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

Methods inherited from interface java.util.Iterator

forEachRemaining

Field Detail

preProcessor

protected org.nd4j.linalg.dataset.api.DataSetPreProcessor preProcessor

Constructor Detail

UciSequenceDataSetIterator

public UciSequenceDataSetIterator(int batchSize)

UciSequenceDataSetIterator

public UciSequenceDataSetIterator(int batchSize,
                                  DataSetType set)

UciSequenceDataSetIterator

public UciSequenceDataSetIterator(int batchSize,
                                  DataSetType set,
                                  long rngSeed)