org.tribuo.multilabel

Class MultiLabelInfo

java.lang.Object

org.tribuo.multilabel.MultiLabelInfo

All Implemented Interfaces:

Serializable, OutputInfo<MultiLabel>

Direct Known Subclasses:

ImmutableMultiLabelInfo, MutableMultiLabelInfo

public abstract class MultiLabelInfo
extends Object
implements OutputInfo<MultiLabel>

The base class for information about MultiLabel outputs.

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
protected Map<String,com.oracle.labs.mlrg.olcut.util.MutableLong>	labelCounts
protected Map<String,MultiLabel>	labels
protected int	totalCount
protected int	unknownCount

Method Summary

Modifier and Type	Method and Description
abstract MultiLabelInfo	copy() Generates a copy of this OutputInfo, including it's mutability.
ImmutableOutputInfo<MultiLabel>	generateImmutableOutputInfo() Generates an ImmutableOutputInfo which has a copy of the data in this OutputInfo, but also has id values and is immutable.
MutableOutputInfo<MultiLabel>	generateMutableOutputInfo() Generates a mutable copy of this OutputInfo.
Set<MultiLabel>	getDomain() Returns a set of MultiLabel, where each has a single Label inside it.
long	getLabelCount(Label label) Get the number of times this Label was observed, or 0 if unknown.
long	getLabelCount(String label) Get the number of times this String was observed, or 0 if unknown.
int	getUnknownCount() Returns the number of unknown Output instances (generated by OutputFactory.getUnknownOutput()) that this OutputInfo has seen.
Iterable<com.oracle.labs.mlrg.olcut.util.Pair<String,Long>>	outputCountsIterable() An Iterable over the possible outputs and the number of times they were observed.
int	size() Returns the number of possible values this OutputInfo knows about.

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.tribuo.OutputInfo

toReadableString

Field Detail

labelCounts

protected final Map<String,com.oracle.labs.mlrg.olcut.util.MutableLong> labelCounts

unknownCount

protected int unknownCount

labels

protected transient Map<String,MultiLabel> labels

totalCount

protected int totalCount

Method Detail

getUnknownCount

public int getUnknownCount()

Description copied from interface: OutputInfo

Returns the number of unknown Output instances (generated by OutputFactory.getUnknownOutput()) that this OutputInfo has seen.

Specified by:

getUnknownCount in interface OutputInfo<MultiLabel>

Returns:

The number of unknown outputs observed.

getDomain

public Set<MultiLabel> getDomain()

Returns a set of MultiLabel, where each has a single Label inside it. The set covers the space of Labels that this MultiLabelInfo has seen.

Specified by:

getDomain in interface OutputInfo<MultiLabel>

Returns:

The set of possible labels.

getLabelCount

public long getLabelCount(Label label)

Get the number of times this Label was observed, or 0 if unknown.

Parameters:

label - The Label to look for.

Returns:

A non-negative long.

getLabelCount

public long getLabelCount(String label)

Get the number of times this String was observed, or 0 if unknown.

Parameters:

label - The String to look for.

Returns:

A non-negative long.

outputCountsIterable

public Iterable<com.oracle.labs.mlrg.olcut.util.Pair<String,Long>> outputCountsIterable()

Description copied from interface: OutputInfo

An Iterable over the possible outputs and the number of times they were observed.

Provides similar functionality to an iterator over the entrySet of a Map, though this is a copy of the data and immutable.

Specified by:

outputCountsIterable in interface OutputInfo<MultiLabel>

Returns:

Lambda wrapping an iterator over Pairs.

size

public int size()

Description copied from interface: OutputInfo

Returns the number of possible values this OutputInfo knows about.

For real values this is the number of dimensions observed.

Specified by:

size in interface OutputInfo<MultiLabel>

Returns:

An int representing the size of the domain.

generateImmutableOutputInfo

public ImmutableOutputInfo<MultiLabel> generateImmutableOutputInfo()

Description copied from interface: OutputInfo

Generates an ImmutableOutputInfo which has a copy of the data in this OutputInfo, but also has id values and is immutable.

Specified by:

generateImmutableOutputInfo in interface OutputInfo<MultiLabel>

Returns:

An immutable copy of this OutputInfo.

generateMutableOutputInfo

public MutableOutputInfo<MultiLabel> generateMutableOutputInfo()

Description copied from interface: OutputInfo

Generates a mutable copy of this OutputInfo.

Specified by:

generateMutableOutputInfo in interface OutputInfo<MultiLabel>

Returns:

A mutable copy of this OutputInfo.

copy

public abstract MultiLabelInfo copy()

Description copied from interface: OutputInfo

Generates a copy of this OutputInfo, including it's mutability.

Specified by:

copy in interface OutputInfo<MultiLabel>

Returns:

A copy of the OutputInfo.