sklearn.tree

Class TreeClassifier

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<java.lang.String,java.lang.Object>

net.razorvine.pickle.objects.ClassDict

org.jpmml.sklearn.PyClassDict

sklearn.Estimator

sklearn.Classifier

sklearn.tree.TreeClassifier

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, java.util.Map<java.lang.String,java.lang.Object>, HasOptions, HasClasses, HasNumberOfFeatures, HasTree, HasTreeOptions

Direct Known Subclasses:

DecisionTreeClassifier, ExtraTreeClassifier

public abstract class TreeClassifier
extends Classifier
implements HasTree, HasTreeOptions

See Also:

Serialized Form

Nested Class Summary

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

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

Field Summary

Fields inherited from interface sklearn.tree.HasTreeOptions

OPTION_COMPACT, OPTION_FLAT

Constructor Summary

Constructors

Constructor and Description
TreeClassifier(java.lang.String module, java.lang.String name)

Method Summary

Methods

Modifier and Type	Method and Description
org.dmg.pmml.tree.TreeModel	encodeModel(org.jpmml.converter.Schema schema)
org.dmg.pmml.DataType	getDataType()
Tree	getTree()

Methods inherited from class sklearn.Classifier

getClasses, getMiningFunction, hasProbabilityDistribution, isSupervised

Methods inherited from class sklearn.Estimator

getNumberOfFeatures, getOpType

Methods inherited from class org.jpmml.sklearn.PyClassDict

get, getArray, getArray, getArrayShape, getArrayShape, getList, getList, getOption, getTupleList

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

TreeClassifier

public TreeClassifier(java.lang.String module,
              java.lang.String name)

Method Detail

getDataType

public org.dmg.pmml.DataType getDataType()

Overrides:

getDataType in class Estimator

encodeModel

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

Specified by:

encodeModel in class Estimator

getTree

public Tree getTree()

Specified by:

getTree in interface HasTree