org.jpmml.evaluator

Class Classification<K,V extends Number>

java.lang.Object

org.jpmml.evaluator.AbstractComputable

org.jpmml.evaluator.Classification<K,V>

All Implemented Interfaces:

Computable, HasPrediction, ResultFeature

Direct Known Subclasses:

AffinityDistribution, ConfidenceDistribution, DistanceDistribution, EntityClassification, MiningVoteDistribution, NodeScoreDistribution, ProbabilityDistribution, VoteDistribution

public class Classification<K,V extends Number>
extends AbstractComputable
implements HasPrediction

See Also:

MiningFunction.CLASSIFICATION, MiningFunction.CLUSTERING

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	Classification.Type

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	Classification(Classification.Type type, ValueMap<K,V> values)

Method Summary

Modifier and Type	Method and Description
protected void	computeResult(org.dmg.pmml.DataType dataType)
protected static <K,V extends Number> com.google.common.collect.Ordering<Map.Entry<K,Value<V>>>	createOrdering(Classification.Type type)
static <K,V> List<K>	entryKeys(List<Map.Entry<K,V>> entries)
protected Set<Map.Entry<K,Value<V>>>	entrySet()
static <K,V> List<V>	entryValues(List<Map.Entry<K,V>> entries)
Object	getPrediction()
Report	getPredictionReport()
Object	getResult()
Classification.Type	getType()
Double	getValue(K key)
Report	getValueReport(K key)
ValueMap<K,V>	getValues()
protected Map.Entry<K,Value<V>>	getWinner()
static <K,V extends Number> Map.Entry<K,Value<V>>	getWinner(Classification.Type type, Collection<Map.Entry<K,Value<V>>> entries)
protected List<K>	getWinnerKeys()
static <K,V extends Number> List<Map.Entry<K,Value<V>>>	getWinnerList(Classification.Type type, Collection<Map.Entry<K,Value<V>>> entries)
protected List<Map.Entry<K,Value<V>>>	getWinnerRanking()
protected List<Double>	getWinnerValues()
protected Set<K>	keySet()
void	put(K key, Value<V> value)
protected void	setResult(Object result)
protected org.jpmml.model.ToStringHelper	toStringHelper()

Methods inherited from class org.jpmml.evaluator.AbstractComputable

toString

Methods inherited from class java.lang.Object

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

Constructor Detail

Classification

protected Classification(Classification.Type type,
                         ValueMap<K,V> values)

Method Detail

getResult

public Object getResult()

Specified by:

getResult in interface Computable

setResult

protected void setResult(Object result)

computeResult

protected void computeResult(org.dmg.pmml.DataType dataType)

getPrediction

public Object getPrediction()

Specified by:

getPrediction in interface HasPrediction

getPredictionReport

public Report getPredictionReport()

Specified by:

getPredictionReport in interface HasPrediction

toStringHelper

protected org.jpmml.model.ToStringHelper toStringHelper()

Overrides:

toStringHelper in class AbstractComputable

put

public void put(K key,
                Value<V> value)

getValue

public Double getValue(K key)

getValueReport

public Report getValueReport(K key)

getWinner

protected Map.Entry<K,Value<V>> getWinner()

getWinnerRanking

protected List<Map.Entry<K,Value<V>>> getWinnerRanking()

getWinnerKeys

protected List<K> getWinnerKeys()

getWinnerValues

protected List<Double> getWinnerValues()

keySet

protected Set<K> keySet()

entrySet

protected Set<Map.Entry<K,Value<V>>> entrySet()

getType

public Classification.Type getType()

getValues

public ValueMap<K,V> getValues()

getWinner

public static <K,V extends Number> Map.Entry<K,Value<V>> getWinner(Classification.Type type,
                                                                   Collection<Map.Entry<K,Value<V>>> entries)

getWinnerList

public static <K,V extends Number> List<Map.Entry<K,Value<V>>> getWinnerList(Classification.Type type,
                                                                             Collection<Map.Entry<K,Value<V>>> entries)

createOrdering

protected static <K,V extends Number> com.google.common.collect.Ordering<Map.Entry<K,Value<V>>> createOrdering(Classification.Type type)

entryKeys

public static <K,V> List<K> entryKeys(List<Map.Entry<K,V>> entries)

entryValues

public static <K,V> List<V> entryValues(List<Map.Entry<K,V>> entries)