Package ai.libs.jaicore.ml.core.dataset.clusterable

Class ClusterableDataset

java.lang.Object

java.util.AbstractCollection<E>

java.util.AbstractList<E>

java.util.ArrayList<I>

ai.libs.jaicore.ml.core.dataset.ADataset<IClusterableInstance>

ai.libs.jaicore.ml.core.dataset.clusterable.ClusterableDataset

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, java.lang.Iterable<IClusterableInstance>, java.util.Collection<IClusterableInstance>, java.util.List<IClusterableInstance>, java.util.RandomAccess, org.api4.java.ai.ml.core.dataset.IDataset<IClusterableInstance>, org.api4.java.ai.ml.core.dataset.IDataSource<IClusterableInstance>, org.api4.java.ai.ml.core.dataset.schema.IInstanceSchemaHandler, org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchemaHandler, org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<IClusterableInstance>, org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataSource<IClusterableInstance>

public class ClusterableDataset
extends ADataset<IClusterableInstance>
implements org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<IClusterableInstance>

See Also:

Serialized Form

Field Summary

Fields inherited from class java.util.AbstractList

modCount

Constructor Summary

Constructors

Constructor	Description
ClusterableDataset(org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema schema)
ClusterableDataset(org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> dataset)

Method Summary

Modifier and Type	Method	Description
ClusterableDataset	createCopy()
ClusterableDataset	createEmptyCopy()
void	removeColumn(int columnPos)

Methods inherited from class ai.libs.jaicore.ml.core.dataset.ADataset

equals, getFeatureMatrix, getInstanceSchema, getLabelVector, hashCode, removeColumn, removeColumn

Methods inherited from class java.util.ArrayList

add, add, addAll, addAll, clear, clone, contains, ensureCapacity, forEach, get, indexOf, isEmpty, iterator, lastIndexOf, listIterator, listIterator, remove, remove, removeAll, removeIf, removeRange, replaceAll, retainAll, set, size, sort, spliterator, subList, toArray, toArray, trimToSize

Methods inherited from class java.util.AbstractCollection

containsAll, toString

Methods inherited from class java.lang.Object

finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface java.util.Collection

parallelStream, removeIf, stream, toArray

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

getClassOfInstances, getFeatureMatrix, removeColumn, removeColumn

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

getAttribute, getListOfAttributes, getNumAttributes

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

getLabelVector

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

getInstanceSchema, getLabelAttribute, getRelationName

Methods inherited from interface java.lang.Iterable

forEach

Methods inherited from interface java.util.List

add, add, addAll, addAll, clear, contains, containsAll, equals, get, hashCode, indexOf, isEmpty, iterator, lastIndexOf, listIterator, listIterator, remove, remove, removeAll, replaceAll, retainAll, set, size, sort, spliterator, subList, toArray, toArray

Constructor Detail

ClusterableDataset

public ClusterableDataset(org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema schema)

ClusterableDataset

public ClusterableDataset(org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> dataset)

Method Detail

removeColumn

public void removeColumn(int columnPos)

Specified by:

removeColumn in interface org.api4.java.ai.ml.core.dataset.IDataset<IClusterableInstance>

createEmptyCopy

public ClusterableDataset createEmptyCopy()
                                   throws org.api4.java.ai.ml.core.exception.DatasetCreationException,
                                          java.lang.InterruptedException

Specified by:

createEmptyCopy in interface org.api4.java.ai.ml.core.dataset.IDataset<IClusterableInstance>

Specified by:

createEmptyCopy in interface org.api4.java.ai.ml.core.dataset.IDataSource<IClusterableInstance>

Specified by:

createEmptyCopy in interface org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<IClusterableInstance>

Throws:

org.api4.java.ai.ml.core.exception.DatasetCreationException

java.lang.InterruptedException

createCopy

public ClusterableDataset createCopy()
                              throws org.api4.java.ai.ml.core.exception.DatasetCreationException,
                                     java.lang.InterruptedException

Specified by:

createCopy in interface org.api4.java.ai.ml.core.dataset.IDataset<IClusterableInstance>

Specified by:

createCopy in interface org.api4.java.ai.ml.core.dataset.IDataSource<IClusterableInstance>

Throws:

org.api4.java.ai.ml.core.exception.DatasetCreationException

java.lang.InterruptedException