org.apache.spark.mllib.regression

Class LassoModel

Object

org.apache.spark.mllib.regression.GeneralizedLinearModel

org.apache.spark.mllib.regression.LassoModel

All Implemented Interfaces:

java.io.Serializable, RegressionModel

public class LassoModel
extends GeneralizedLinearModel
implements RegressionModel, scala.Serializable

Regression model trained using Lasso.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
LassoModel(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

LassoModel

public LassoModel(Vector weights,
          double intercept)

Method Detail

weights

public Vector weights()

Overrides:

weights in class GeneralizedLinearModel

intercept

public double intercept()

Overrides:

intercept in class GeneralizedLinearModel