Package sktree.tree

Class ObliqueDecisionTreeRegressor

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.Estimator

sklearn.Regressor

sktree.tree.ObliqueDecisionTreeRegressor

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>, HasNumberOfFeatures, HasNumberOfOutputs, HasType, HasTree, HasPMMLOptions<Estimator>, HasPMMLSegmentId<Estimator>

public class ObliqueDecisionTreeRegressor
extends Regressor
implements HasTree

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 class sklearn.Estimator

FIELD_APPLY, FIELD_DECISION_FUNCTION, FIELD_PREDICT

Fields inherited from interface sklearn.HasNumberOfFeatures

UNKNOWN

Fields inherited from interface sklearn.HasNumberOfOutputs

UNKNOWN

Constructor Summary

Constructors

Constructor	Description
ObliqueDecisionTreeRegressor(String module, String name)
ObliqueDecisionTreeRegressor(ObliqueDecisionTreeRegressor that)

Method Summary

Modifier and Type	Method	Description
org.dmg.pmml.tree.TreeModel	encodeModel(org.jpmml.converter.PredicateManager predicateManager, ProjectionManager projectionManager, org.jpmml.converter.Schema schema)
org.dmg.pmml.tree.TreeModel	encodeModel(org.jpmml.converter.Schema schema)
org.dmg.pmml.DataType	getDataType()
ObliqueTree	getTree()
boolean	hasMissingValueSupport()

Methods inherited from class sklearn.Regressor

encodeLabel, encodeLabel, getMiningFunction, getNumberOfOutputs, isSupervised

Methods inherited from class sklearn.Estimator

addFeatureImportances, checkFeatures, checkLabel, configureModel, configureSchema, createApplyField, createMultiApplyField, createPredictProbaFields, encode, encode, encodeApplyOutput, encodeMultiApplyOutput, extractArguments, getAlgorithmName, getFeatureImportances, getNumberOfFeatures, getOption, getOpType, getPMMLCustomizations, getPMMLFeatureImportances, getPMMLOptions, getPMMLSegmentId, hasFeatureImportances, putOption, putOptions, setPMMLCustomizations, setPMMLFeatureImportances, setPMMLOptions, setPMMLSegmentId

Methods inherited from class sklearn.Step

checkSkLearnVersion, checkVersion, getFeatureNamesIn, getPMMLName, 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

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

Methods inherited from interface java.util.Map

equals, hashCode

Constructor Detail

ObliqueDecisionTreeRegressor

public ObliqueDecisionTreeRegressor(String module,
                                    String name)

ObliqueDecisionTreeRegressor

public ObliqueDecisionTreeRegressor(ObliqueDecisionTreeRegressor that)

Method Detail

getDataType

public org.dmg.pmml.DataType getDataType()

Specified by:

getDataType in interface HasType

Overrides:

getDataType in class Estimator

encodeModel

public org.dmg.pmml.tree.TreeModel encodeModel(org.jpmml.converter.Schema schema)

Specified by:

encodeModel in class Estimator

encodeModel

public org.dmg.pmml.tree.TreeModel encodeModel(org.jpmml.converter.PredicateManager predicateManager,
                                               ProjectionManager projectionManager,
                                               org.jpmml.converter.Schema schema)

getTree

public ObliqueTree getTree()

Specified by:

getTree in interface HasTree

hasMissingValueSupport

public boolean hasMissingValueSupport()

Specified by:

hasMissingValueSupport in interface HasTree