ai.libs.jaicore.ml.core.dataset

Interface AILabeledAttributeArrayDataset<I extends ILabeledAttributeArrayInstance<L>,L>

All Superinterfaces:

java.util.Collection<I>, IDataset<I>, java.lang.Iterable<I>

All Known Subinterfaces:

AINumericLabeledAttributeArrayDataset<I,L>, ILabeledAttributeArrayDataset<L>, INumericLabeledIAttributeDataset<L>, IOrderedLabeledAttributeArrayDataset<I,L>

All Known Implementing Classes:

SimpleDataset, TimeSeriesDataset, WekaInstances

public interface AILabeledAttributeArrayDataset<I extends ILabeledAttributeArrayInstance<L>,L>
extends IDataset<I>

Common interface of a dataset defining methods to access meta-data and instances contained in the dataset. Moreover, methods for serialization and deserialization are defined.

Method Summary

Modifier and Type	Method and Description
java.util.List<IAttributeType<?>>	getAttributeTypes() Returns the list of attribute types.
int	getNumberOfAttributes() Getter for the number of attributes (excluding target attribute).
IAttributeType<L>	getTargetType() Returns the attribute type of the target attribute.

Methods inherited from interface ai.libs.jaicore.ml.core.dataset.IDataset

createEmpty

Methods inherited from interface java.util.Collection

add, addAll, clear, contains, containsAll, equals, hashCode, isEmpty, iterator, parallelStream, remove, removeAll, removeIf, retainAll, size, spliterator, stream, toArray, toArray

Methods inherited from interface java.lang.Iterable

forEach

Method Detail

getTargetType

IAttributeType<L> getTargetType()

Returns the attribute type of the target attribute.

Returns:

The attribute type of the target attribute.

getAttributeTypes

java.util.List<IAttributeType<?>> getAttributeTypes()

Returns the list of attribute types.

Returns:

The list of attribute types.

getNumberOfAttributes

int getNumberOfAttributes()

Getter for the number of attributes (excluding target attribute).

Returns:

The number of attributes.