pycaret.pipeline

Class Pipeline

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

sklearn.pipeline.Pipeline

pycaret.pipeline.Pipeline

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>, org.jpmml.python.Castable, HasFeatureNamesIn, HasHead, HasNumberOfFeatures, HasPMMLOptions<Pipeline>, HasType

public class Pipeline
extends Pipeline

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 interface sklearn.HasNumberOfFeatures

UNKNOWN

Constructor Summary

Constructors

Constructor and Description
Pipeline(String module, String name)

Method Summary

Modifier and Type	Method and Description
List<org.jpmml.converter.Feature>	encodeFeatures(List<org.jpmml.converter.Feature> features, SkLearnEncoder encoder)
org.dmg.pmml.Model	encodeModel(org.jpmml.converter.Schema schema)
int	getNumberOfFeatures()
org.jpmml.converter.Label	refreshLabel(org.jpmml.converter.Label label, SkLearnEncoder encoder)

Methods inherited from class sklearn.pipeline.Pipeline

castTo, getFinalEstimator, getFinalEstimator, getHead, getPMMLOptions, getSteps, getTransformers, hasFinalEstimator, hasTransformers, setPMMLOptions, setSteps, toClassifier, toClusterer, toEstimator, toRegressor, toTransformer

Methods inherited from class sklearn.Composite

getDataType, getFeatureNamesIn, getOpType

Methods inherited from class sklearn.Step

checkVersion, getPMMLName, getSkLearnVersion, 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

Constructor Detail

Pipeline

public Pipeline(String module,
                String name)

Method Detail

getNumberOfFeatures

public int getNumberOfFeatures()

Specified by:

getNumberOfFeatures in interface HasNumberOfFeatures

Overrides:

getNumberOfFeatures in class Composite

encodeFeatures

public List<org.jpmml.converter.Feature> encodeFeatures(List<org.jpmml.converter.Feature> features,
                                                        SkLearnEncoder encoder)

Overrides:

encodeFeatures in class Composite

encodeModel

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

Overrides:

encodeModel in class Composite

refreshLabel

public org.jpmml.converter.Label refreshLabel(org.jpmml.converter.Label label,
                                              SkLearnEncoder encoder)

Overrides:

refreshLabel in class Composite