org.apache.spark.ml.regression

Class LinearRegression

Object

org.apache.spark.ml.PipelineStage

org.apache.spark.ml.Estimator<M>

org.apache.spark.ml.impl.estimator.Predictor<FeaturesType,Learner,M>

org.apache.spark.ml.regression.Regressor<Vector,LinearRegression,LinearRegressionModel>

org.apache.spark.ml.regression.LinearRegression

All Implemented Interfaces:

java.io.Serializable, Logging, Identifiable, PredictorParams, HasFeaturesCol, HasLabelCol, HasMaxIter, HasPredictionCol, HasRegParam, Params, LinearRegressionParams, RegressorParams

public class LinearRegression
extends Regressor<Vector,LinearRegression,LinearRegressionModel>
implements LinearRegressionParams

:: AlphaComponent ::

Linear regression.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
LinearRegression()

Method Summary

Methods

Modifier and Type	Method and Description
LinearRegression	setMaxIter(int value)
LinearRegression	setRegParam(double value)

Methods inherited from class org.apache.spark.ml.impl.estimator.Predictor

fit, setFeaturesCol, setLabelCol, setPredictionCol, transformSchema

Methods inherited from class org.apache.spark.ml.Estimator

fit, fit, fit

Methods inherited from class Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface org.apache.spark.ml.impl.estimator.PredictorParams

validateAndTransformSchema

Methods inherited from interface org.apache.spark.ml.param.HasLabelCol

getLabelCol, labelCol

Methods inherited from interface org.apache.spark.ml.param.HasFeaturesCol

featuresCol, getFeaturesCol

Methods inherited from interface org.apache.spark.ml.param.HasPredictionCol

getPredictionCol, predictionCol

Methods inherited from interface org.apache.spark.ml.param.Params

addOutputColumn, checkInputColumn, explainParams, get, getParam, isSet, paramMap, params, set, set, validate, validate

Methods inherited from interface org.apache.spark.ml.Identifiable

uid

Methods inherited from interface org.apache.spark.ml.param.HasRegParam

getRegParam, regParam

Methods inherited from interface org.apache.spark.ml.param.HasMaxIter

getMaxIter, maxIter

Methods inherited from interface org.apache.spark.Logging

initializeIfNecessary, initializeLogging, isTraceEnabled, log_, log, logDebug, logDebug, logError, logError, logInfo, logInfo, logName, logTrace, logTrace, logWarning, logWarning

Constructor Detail

LinearRegression

public LinearRegression()

Method Detail

setRegParam

public LinearRegression setRegParam(double value)

setMaxIter

public LinearRegression setMaxIter(int value)