sklearn

Class Classifier

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.Classifier

All Implemented Interfaces:

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

Direct Known Subclasses:

CalibratedClassifier, CalibratedClassifierCV, CHAIDClassifier, ClassifierChain, DummyClassifier, EnsembleClassifier, ExpressionClassifier, ForestClassifier, GaussianNB, GBDTLRClassifier, GradientBoostingClassifier, HistGradientBoostingClassifier, KNeighborsClassifier, LabelEncoderClassifier, LibSVMClassifier, LinearClassifier, MLPClassifier, MultiOutputClassifier, NearestCentroid, OneVsRestClassifier, PipelineClassifier, RuleSetClassifier, SelectFirstClassifier, StackingClassifier, TreeClassifier, VotingClassifier

public abstract class Classifier
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

Modifier and Type	Field and Description
static String	FIELD_PROBABILITY

Fields inherited from class sklearn.Estimator

FIELD_APPLY, FIELD_DECISION_FUNCTION, FIELD_PREDICT

Fields inherited from interface sklearn.HasNumberOfOutputs

UNKNOWN

Fields inherited from interface sklearn.HasNumberOfFeatures

UNKNOWN

Constructor Summary

Constructors

Constructor and Description
Classifier(String module, String name)

Method Summary

Modifier and Type	Method and Description
List<org.dmg.pmml.OutputField>	encodePredictProbaOutput(org.dmg.pmml.Model model, org.dmg.pmml.DataType dataType, org.jpmml.converter.CategoricalLabel categoricalLabel)
List<?>	getClasses()
org.dmg.pmml.MiningFunction	getMiningFunction()
boolean	hasProbabilityDistribution()

Methods inherited from class sklearn.Estimator

addFeatureImportances, checkFeatures, checkLabel, createApplyField, createPredictProbaFields, encode, encodeApplyOutput, encodeModel, getAlgorithmName, getDataType, getFeatureImportances, getNumberOfFeatures, getNumberOfOutputs, getOption, getOpType, getPMMLFeatureImportances, getPMMLOptions, getPMMLSegmentId, getSkLearnVersion, hasFeatureImportances, isSupervised, putOption, putOptions, setPMMLFeatureImportances, setPMMLOptions, setPMMLSegmentId

Methods inherited from class sklearn.Step

createFieldName, createFieldName, createFieldName, getPMMLName, setPMMLName

Methods inherited from class org.jpmml.python.PythonObject

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

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

__setstate__

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

Field Detail

FIELD_PROBABILITY

public static final String FIELD_PROBABILITY

See Also:

Constant Field Values

Constructor Detail

Classifier

public Classifier(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()

encodePredictProbaOutput

public List<org.dmg.pmml.OutputField> encodePredictProbaOutput(org.dmg.pmml.Model model,
                                                               org.dmg.pmml.DataType dataType,
                                                               org.jpmml.converter.CategoricalLabel categoricalLabel)