h2o.estimators

Class BaseEstimator

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

h2o.estimators.BaseEstimator

All Implemented Interfaces:

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

Direct Known Subclasses:

BinMapper

public class BaseEstimator
extends Estimator
implements HasClasses

See Also:

Serialized Form

Nested Class Summary

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

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

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

Map.Entry<K,V>

Field Summary

Fields inherited from class sklearn.Estimator

FIELD_APPLY, FIELD_DECISION_FUNCTION, FIELD_PREDICT

Fields inherited from interface sklearn.HasNumberOfFeatures

UNKNOWN

Constructor Summary

Constructors

Constructor and Description
BaseEstimator(String module, String name)

Method Summary

Modifier and Type	Method and Description
org.dmg.pmml.Model	encodeModel(org.jpmml.converter.Schema schema)
List<?>	getClasses()
String	getEstimatorType()
org.dmg.pmml.MiningFunction	getMiningFunction()
String	getMojoPath()
boolean	hasProbabilityDistribution()
BaseEstimator	setMojoPath(String mojoPath)

Methods inherited from class sklearn.Estimator

addFeatureImportances, checkFeatures, checkLabel, encode, getDataType, getFeatureImportances, getNumberOfFeatures, getOption, getOpType, getPMMLFeatureImportances, getPMMLOptions, getSkLearnVersion, hasFeatureImportances, isSupervised, putOption, putOptions, setPMMLFeatureImportances, setPMMLOptions

Methods inherited from class sklearn.Step

createFieldName, createFieldName, createFieldName, getPMMLName, setPMMLName, toArray

Methods inherited from class org.jpmml.python.PythonObject

get, getArray, getArray, getArray, getArrayShape, getArrayShape, getBoolean, getBooleanArray, getDict, getInteger, getIntegerArray, getList, getList, getListLike, getListLike, getNumber, getNumberArray, getObject, getOptional, getOptionalBoolean, getOptionalObject, getOptionalScalar, getOptionalString, getPythonModule, getPythonName, getPythonObject, getScalar, getString, getTuple, getTupleList

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

__setstate__, getClassName

Methods inherited from class java.util.HashMap

clear, clone, compute, computeIfAbsent, computeIfPresent, containsKey, containsValue, entrySet, forEach, get, getOrDefault, isEmpty, keySet, merge, put, putAll, putIfAbsent, remove, 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

BaseEstimator

public BaseEstimator(String module,
                     String name)

Method Detail

getMiningFunction

public org.dmg.pmml.MiningFunction getMiningFunction()

Specified by:

getMiningFunction in class Estimator

getClasses

public List<?> getClasses()

Specified by:

getClasses in interface HasClasses

hasProbabilityDistribution

public boolean hasProbabilityDistribution()

encodeModel

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

Specified by:

encodeModel in class Estimator

getEstimatorType

public String getEstimatorType()

getMojoPath

public String getMojoPath()

setMojoPath

public BaseEstimator setMojoPath(String mojoPath)