ml.shifu.guagua.example.lnr
类 LinearRegressionParams

java.lang.Object
  ml.shifu.guagua.io.HaltBytable
      ml.shifu.guagua.example.lnr.LinearRegressionParams

所有已实现的接口：

ml.shifu.guagua.io.Bytable

public class LinearRegressionParams
extends ml.shifu.guagua.io.HaltBytable

A model class to store linear regression weight on first iteration by using parameters, while in other iterations parameters is used to store gradients.

To make all workers started at the same model, master will compute a consistent model weights at the first iteration and then send to all the workers. Workers will start computing from the second iteration.

Workers are responsible to compute local accumulated gradients and send to master while master accumulates all gradients together to build a global model.

构造方法摘要

LinearRegressionParams()

LinearRegressionParams(double[] parameters)

LinearRegressionParams(double[] parameters, double error)

方法摘要

void	doReadFields(DataInput in)
void	doWrite(DataOutput out)
double	getError()
double[]	getParameters()
void	setError(double error)
void	setParameters(double[] parameters)

从类 ml.shifu.guagua.io.HaltBytable 继承的方法

isHalt, readFields, setHalt, write

从类 java.lang.Object 继承的方法

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

构造方法详细信息

LinearRegressionParams

public LinearRegressionParams()

LinearRegressionParams

public LinearRegressionParams(double[] parameters)

LinearRegressionParams

public LinearRegressionParams(double[] parameters,
                              double error)

方法详细信息

getParameters

public double[] getParameters()

setParameters

public void setParameters(double[] parameters)

getError

public double getError()

setError

public void setError(double error)

doWrite

public void doWrite(DataOutput out)
             throws IOException

指定者：

类 ml.shifu.guagua.io.HaltBytable 中的 doWrite

抛出：

IOException

doReadFields

public void doReadFields(DataInput in)
                  throws IOException

指定者：

类 ml.shifu.guagua.io.HaltBytable 中的 doReadFields

抛出：

IOException