sklearn.linear_model

Class BaseLinearRegressor

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

sklearn.BaseEstimator

sklearn.Estimator

sklearn.Regressor

sklearn.linear_model.BaseLinearRegressor

All Implemented Interfaces:

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

Direct Known Subclasses:

ElasticNet, Lasso, LinearRegression, LinearSVR, Ridge, SGDRegressor

public abstract class BaseLinearRegressor
extends Regressor

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
BaseLinearRegressor(String module, String name)

Method Summary

Modifier and Type	Method and Description
org.dmg.pmml.regression.RegressionModel	encodeModel(org.jpmml.converter.Schema schema)
List<? extends Number>	getCoef()
List<? extends Number>	getIntercept()
int	getNumberOfFeatures()

Methods inherited from class sklearn.Regressor

getMiningFunction, 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

BaseLinearRegressor

public BaseLinearRegressor(String module,
                           String name)

Method Detail

getNumberOfFeatures

public int getNumberOfFeatures()

Specified by:

getNumberOfFeatures in interface HasNumberOfFeatures

Overrides:

getNumberOfFeatures in class Estimator

encodeModel

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

Specified by:

encodeModel in class Estimator

getCoef

public List<? extends Number> getCoef()

getIntercept

public List<? extends Number> getIntercept()