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, org.jpmml.sklearn.Encodable, sklearn.HasFeatureNamesIn, sklearn.HasHead, sklearn.HasNumberOfFeatures, sklearn.HasType

public class HyperoptEstimator
extends sklearn.Composite
implements org.jpmml.sklearn.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()
sklearn.Estimator	getBestLearner()
<E extends sklearn.Estimator> E	getBestLearner(Class<? extends E> clazz)
Object[]	getBestPreprocs()
sklearn.Estimator	getFinalEstimator()
<E extends sklearn.Estimator> E	getFinalEstimator(Class<? extends E> clazz)
sklearn.Step	getHead()
List<? extends sklearn.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 sklearn.Composite

hasFinalEstimator

public boolean hasFinalEstimator()

Specified by:

hasFinalEstimator in class sklearn.Composite

getTransformers

public List<? extends sklearn.Transformer> getTransformers()

Specified by:

getTransformers in class sklearn.Composite

getFinalEstimator

public sklearn.Estimator getFinalEstimator()

Specified by:

getFinalEstimator in class sklearn.Composite

getFinalEstimator

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

Specified by:

getFinalEstimator in class sklearn.Composite

getHead

public sklearn.Step getHead()

Specified by:

getHead in interface sklearn.HasHead

encodePMML

public org.dmg.pmml.PMML encodePMML()

Specified by:

encodePMML in interface org.jpmml.sklearn.Encodable

getBestLearner

public sklearn.Estimator getBestLearner()

getBestLearner

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

getBestPreprocs

public Object[] getBestPreprocs()