smile.regression

Class OLS.Trainer

java.lang.Object

smile.regression.RegressionTrainer<double[]>

smile.regression.OLS.Trainer

Enclosing class:

OLS

public static class OLS.Trainer
extends RegressionTrainer<double[]>

Trainer for linear regression by ordinary least squares.

Constructor Summary

Constructors

Constructor and Description
Trainer() Constructor.

Method Summary

Modifier and Type	Method and Description
OLS	train(double[][] x, double[] y) Learns a regression model with given training data.

Methods inherited from class smile.regression.RegressionTrainer

setAttributes

Methods inherited from class java.lang.Object

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

Constructor Detail

Trainer

public Trainer()

Constructor.

Method Detail

train

public OLS train(double[][] x,
                 double[] y)

Description copied from class: RegressionTrainer

Learns a regression model with given training data.

Specified by:

train in class RegressionTrainer<double[]>

Parameters:

x - the training instances.

y - the training response values.

Returns:

a trained regression model.