com.github.signaflo.data.regression

Interface MultipleRegressionBuilder

All Superinterfaces:

RegressionBuilder

public interface MultipleRegressionBuilder
extends RegressionBuilder

A builder for a multiple linear regression model.

Method Summary

Modifier and Type	Method and Description
MultipleLinearRegression	build()
MultipleRegressionBuilder	from(MultipleLinearRegression regression) Copy the attributes of the given regression object to this builder and return this builder.
MultipleRegressionBuilder	hasIntercept(boolean hasIntercept)
MultipleRegressionBuilder	predictors(double[]... predictors)
MultipleRegressionBuilder	response(double... response)

Method Detail

from

MultipleRegressionBuilder from(MultipleLinearRegression regression)

Copy the attributes of the given regression object to this builder and return this builder.

Parameters:

regression - the object to copy the attributes from.

Returns:

this builder.

hasIntercept

MultipleRegressionBuilder hasIntercept(boolean hasIntercept)

Specified by:

hasIntercept in interface RegressionBuilder

response

MultipleRegressionBuilder response(double... response)

Specified by:

response in interface RegressionBuilder

predictors

MultipleRegressionBuilder predictors(double[]... predictors)

build

MultipleLinearRegression build()

Specified by:

build in interface RegressionBuilder