sklearn

Class Estimator

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

sklearn.BaseEstimator

sklearn.Estimator

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>, HasNumberOfFeatures

Direct Known Subclasses:

Classifier, Clusterer, EstimatorProxy, Pipeline, Regressor

public abstract class Estimator
extends BaseEstimator
implements HasNumberOfFeatures

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class java.util.AbstractMap

AbstractMap.SimpleEntry<K,V>, AbstractMap.SimpleImmutableEntry<K,V>

Constructor Summary

Constructors

Constructor and Description
Estimator(String module, String name)

Method Summary

Methods

Modifier and Type	Method and Description
abstract org.dmg.pmml.Model	encodeModel(org.jpmml.converter.Schema schema)
org.dmg.pmml.Model	encodeModel(org.jpmml.converter.Schema schema, SkLearnEncoder encoder)
org.dmg.pmml.DataType	getDataType() The data type of active fields.
abstract org.dmg.pmml.MiningFunction	getMiningFunction()
int	getNumberOfFeatures()
org.dmg.pmml.OpType	getOpType() The operational type of active fields.
abstract boolean	isSupervised()

Methods inherited from class net.razorvine.pickle.objects.ClassDict

__setstate__, getClassName

Methods inherited from class java.util.HashMap

clear, clone, containsKey, containsValue, entrySet, get, isEmpty, keySet, put, putAll, remove, size, values

Methods inherited from class java.util.AbstractMap

equals, hashCode, toString

Methods inherited from class java.lang.Object

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

Methods inherited from interface java.util.Map

equals, hashCode

Constructor Detail

Estimator

public Estimator(String module,
         String name)

Method Detail

getMiningFunction

public abstract org.dmg.pmml.MiningFunction getMiningFunction()

isSupervised

public abstract boolean isSupervised()

encodeModel

public abstract org.dmg.pmml.Model encodeModel(org.jpmml.converter.Schema schema)

encodeModel

public org.dmg.pmml.Model encodeModel(org.jpmml.converter.Schema schema,
                             SkLearnEncoder encoder)

getNumberOfFeatures

public int getNumberOfFeatures()

Specified by:

getNumberOfFeatures in interface HasNumberOfFeatures

getOpType

public org.dmg.pmml.OpType getOpType()

The operational type of active fields.

getDataType

public org.dmg.pmml.DataType getDataType()

The data type of active fields.