sklearn.linear_model.logistic

Class LogisticRegression

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

sklearn.BaseEstimator

sklearn.Estimator

sklearn.Classifier

sklearn.linear_model.BaseLinearClassifier

sklearn.linear_model.logistic.LogisticRegression

All Implemented Interfaces:

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

public class LogisticRegression
extends BaseLinearClassifier

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>

Constructor Summary

Constructors

Constructor and Description
LogisticRegression(String module, String name)

Method Summary

Modifier and Type	Method and Description
org.dmg.pmml.regression.RegressionModel	encodeModel(org.jpmml.converter.Schema schema)
String	getMultiClass()

Methods inherited from class sklearn.linear_model.BaseLinearClassifier

getCoef, getIntercept, getNumberOfFeatures

Methods inherited from class sklearn.Classifier

getClasses, getMiningFunction, hasProbabilityDistribution, isSupervised

Methods inherited from class sklearn.Estimator

encodeModel, getDataType, getOpType

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

LogisticRegression

public LogisticRegression(String module,
                          String name)

Method Detail

encodeModel

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

Overrides:

encodeModel in class BaseLinearClassifier

getMultiClass

public String getMultiClass()