Package imblearn.pipeline

Class ImbLearnPipeline

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.SkLearnPipeline

imblearn.pipeline.ImbLearnPipeline

All Implemented Interfaces:

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

public class ImbLearnPipeline
extends SkLearnPipeline

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 interface sklearn.HasNumberOfFeatures

UNKNOWN

Constructor Summary

Constructors

Constructor	Description
ImbLearnPipeline(String module, String name)

Method Summary

Methods inherited from class sklearn.pipeline.SkLearnPipeline

encodePMML, getFinalEstimator, getFinalEstimator, getHead, getSteps, getTransformers, hasFinalEstimator, hasTransformers, setSteps

Methods inherited from class sklearn.Composite

castTo, encodeFeatures, encodeModel, getDataType, getFeatureNamesIn, getNumberOfFeatures, getOpType, initActiveFields, initFeatures, initLabel, initTargetFields, refreshLabel, toClassifier, toClusterer, toEstimator, toRegressor, toTransformer

Methods inherited from class sklearn.Step

checkSkLearnVersion, checkVersion, 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

ImbLearnPipeline

public ImbLearnPipeline(String module,
                        String name)