Package hpsklearn

Class HyperoptEstimator

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

org.jpmml.python.PythonObject

sklearn.Step

sklearn.Composite

hpsklearn.HyperoptEstimator

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>, org.jpmml.python.Castable, Encodable, HasFeatureNamesIn, HasHead, HasNumberOfFeatures, HasType

public class HyperoptEstimator
extends Composite
implements Encodable

See Also:

Serialized Form

Nested Class Summary

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

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

Nested classes/interfaces inherited from interface java.util.Map

Map.Entry<K extends Object,V extends Object>

Field Summary

Fields inherited from interface sklearn.HasNumberOfFeatures

UNKNOWN

Constructor Summary

Constructors

Constructor	Description
HyperoptEstimator(String module, String name)

Method Summary

Modifier and Type	Method	Description
org.dmg.pmml.PMML	encodePMML()
Estimator	getBestLearner()
<E extends Estimator> E	getBestLearner(Class<? extends E> clazz)
Object[]	getBestPreprocs()
Estimator	getFinalEstimator()
<E extends Estimator> E	getFinalEstimator(Class<? extends E> clazz)
Step	getHead()
List<? extends Transformer>	getTransformers()
boolean	hasFinalEstimator()
boolean	hasTransformers()

Methods inherited from class sklearn.Composite

castTo, encodeFeatures, encodeModel, getDataType, getFeatureNamesIn, getNumberOfFeatures, getOpType, toClassifier, toClusterer, toEstimator, toRegressor, toTransformer

Methods inherited from class sklearn.Step

checkSkLearnVersion, checkVersion, getInputTags, getPMMLName, getSkLearnTags, getSkLearnVersion, setPMMLName

Methods inherited from class org.jpmml.python.PythonObject

containsKey, delattr, get, get, getArray, getArray, getArray, getArrayList, getArrayList, getArrayShape, getArrayShape, getattr, getattr, getBoolean, getBooleanArray, getClassName, getDict, getEnum, getEnumList, getIdentifiable, getInteger, getIntegerArray, getList, getList, getListLike, getListLike, getNumber, getNumberArray, getObject, getObjectArray, getObjectList, getOptional, getOptionalBoolean, getOptionalBoolean, getOptionalDict, getOptionalEnum, getOptionalIdentifiable, getOptionalInteger, getOptionalNumber, getOptionalObject, getOptionalScalar, getOptionalString, getOptionalTuple, getPythonModule, getPythonName, getScalar, getString, getStringArray, getStringList, getTuple, getTupleList, hasattr, put, putAll, remove, setattr, setClassName, update

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

__setstate__

Methods inherited from class java.util.HashMap

clear, clone, compute, computeIfAbsent, computeIfPresent, containsValue, entrySet, forEach, getOrDefault, isEmpty, keySet, merge, putIfAbsent, remove, replace, replace, replaceAll, size, values

Methods inherited from class java.util.AbstractMap

equals, hashCode, toString

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface java.util.Map

equals, hashCode

Constructor Detail

HyperoptEstimator

public HyperoptEstimator(String module,
                         String name)

Method Detail

hasTransformers

public boolean hasTransformers()

Specified by:

hasTransformers in class Composite

hasFinalEstimator

public boolean hasFinalEstimator()

Specified by:

hasFinalEstimator in class Composite

getTransformers

public List<? extends Transformer> getTransformers()

Specified by:

getTransformers in class Composite

getFinalEstimator

public Estimator getFinalEstimator()

Specified by:

getFinalEstimator in class Composite

getFinalEstimator

public <E extends Estimator> E getFinalEstimator(Class<? extends E> clazz)

Specified by:

getFinalEstimator in class Composite

getHead

public Step getHead()

Specified by:

getHead in interface HasHead

encodePMML

public org.dmg.pmml.PMML encodePMML()

Specified by:

encodePMML in interface Encodable

getBestLearner

public Estimator getBestLearner()

getBestLearner

public <E extends Estimator> E getBestLearner(Class<? extends E> clazz)

getBestPreprocs

public Object[] getBestPreprocs()