Package org.opensearch.ml.common.input.parameter.regression

Class LinearRegressionParams.LinearRegressionParamsBuilder

java.lang.Object

org.opensearch.ml.common.input.parameter.regression.LinearRegressionParams.LinearRegressionParamsBuilder

Enclosing class:

LinearRegressionParams

public static class LinearRegressionParams.LinearRegressionParamsBuilder
extends Object

Method Summary

Modifier and Type	Method	Description
LinearRegressionParams.LinearRegressionParamsBuilder	batchSize(Integer batchSize)
LinearRegressionParams.LinearRegressionParamsBuilder	beta1(Double beta1)
LinearRegressionParams.LinearRegressionParamsBuilder	beta2(Double beta2)
LinearRegressionParams	build()
LinearRegressionParams.LinearRegressionParamsBuilder	decayRate(Double decayRate)
LinearRegressionParams.LinearRegressionParamsBuilder	epochs(Integer epochs)
LinearRegressionParams.LinearRegressionParamsBuilder	epsilon(Double epsilon)
LinearRegressionParams.LinearRegressionParamsBuilder	learningRate(Double learningRate)
LinearRegressionParams.LinearRegressionParamsBuilder	loggingInterval(Integer loggingInterval)
LinearRegressionParams.LinearRegressionParamsBuilder	momentumFactor(Double momentumFactor)
LinearRegressionParams.LinearRegressionParamsBuilder	momentumType(LinearRegressionParams.MomentumType momentumType)
LinearRegressionParams.LinearRegressionParamsBuilder	objectiveType(LinearRegressionParams.ObjectiveType objectiveType)
LinearRegressionParams.LinearRegressionParamsBuilder	optimizerType(LinearRegressionParams.OptimizerType optimizerType)
LinearRegressionParams.LinearRegressionParamsBuilder	seed(Long seed)
LinearRegressionParams.LinearRegressionParamsBuilder	target(String target)
String	toString()

Methods inherited from class java.lang.Object

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

Method Details

objectiveType

public LinearRegressionParams.LinearRegressionParamsBuilder objectiveType(LinearRegressionParams.ObjectiveType objectiveType)

Returns:

this.

optimizerType

public LinearRegressionParams.LinearRegressionParamsBuilder optimizerType(LinearRegressionParams.OptimizerType optimizerType)

Returns:

this.

learningRate

public LinearRegressionParams.LinearRegressionParamsBuilder learningRate(Double learningRate)

Returns:

this.

momentumType

public LinearRegressionParams.LinearRegressionParamsBuilder momentumType(LinearRegressionParams.MomentumType momentumType)

Returns:

this.

momentumFactor

public LinearRegressionParams.LinearRegressionParamsBuilder momentumFactor(Double momentumFactor)

Returns:

this.

epsilon

public LinearRegressionParams.LinearRegressionParamsBuilder epsilon(Double epsilon)

Returns:

this.

beta1

public LinearRegressionParams.LinearRegressionParamsBuilder beta1(Double beta1)

Returns:

this.

beta2

public LinearRegressionParams.LinearRegressionParamsBuilder beta2(Double beta2)

Returns:

this.

decayRate

public LinearRegressionParams.LinearRegressionParamsBuilder decayRate(Double decayRate)

Returns:

this.

epochs

public LinearRegressionParams.LinearRegressionParamsBuilder epochs(Integer epochs)

Returns:

this.

batchSize

public LinearRegressionParams.LinearRegressionParamsBuilder batchSize(Integer batchSize)

Returns:

this.

loggingInterval

public LinearRegressionParams.LinearRegressionParamsBuilder loggingInterval(Integer loggingInterval)

Returns:

this.

seed

public LinearRegressionParams.LinearRegressionParamsBuilder seed(Long seed)

Returns:

this.

target

public LinearRegressionParams.LinearRegressionParamsBuilder target(String target)

Returns:

this.

build

public LinearRegressionParams build()

toString

public String toString()

Overrides:

toString in class Object