org.apache.spark.mllib.regression

Class LinearRegressionModel

Object

org.apache.spark.mllib.regression.GeneralizedLinearModel

org.apache.spark.mllib.regression.LinearRegressionModel

All Implemented Interfaces:

java.io.Serializable, RegressionModel

public class LinearRegressionModel
extends GeneralizedLinearModel
implements RegressionModel, scala.Serializable

Regression model trained using LinearRegression.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
LinearRegressionModel(Vector weights, double intercept)

Method Summary

Methods

Modifier and Type	Method and Description
double	intercept()
Vector	weights()

Methods inherited from class org.apache.spark.mllib.regression.GeneralizedLinearModel

predict, predict, toString

Methods inherited from class Object

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

Methods inherited from interface org.apache.spark.mllib.regression.RegressionModel

predict, predict, predict

Constructor Detail

LinearRegressionModel

public LinearRegressionModel(Vector weights,
                     double intercept)

Method Detail

weights

public Vector weights()

Overrides:

weights in class GeneralizedLinearModel

intercept

public double intercept()

Overrides:

intercept in class GeneralizedLinearModel