Package smile.validation

Class RegressionValidations<M>

java.lang.Object

smile.validation.RegressionValidations<M>

Type Parameters:

M - the regression model type.

All Implemented Interfaces:

Serializable

public class RegressionValidations<M>
extends Object
implements Serializable

Regression model validation results.

See Also:

• Serialized Form

Field Summary

Fields

Modifier and Type	Field	Description
final RegressionMetrics	avg	The average of metrics.
final List<RegressionValidation<M>>	rounds	The multiple round validations.
final RegressionMetrics	sd	The standard deviation of metrics.

Constructor Summary

Constructors

Constructor	Description
RegressionValidations(List<RegressionValidation<M>> rounds)	Constructor.

Method Summary

Modifier and Type	Method	Description
String	toString()

Methods inherited from class java.lang.Object

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

Field Details

rounds

public final List<RegressionValidation<M>> rounds

The multiple round validations.

avg

public final RegressionMetrics avg

The average of metrics.

sd

public final RegressionMetrics sd

The standard deviation of metrics.

Constructor Details

RegressionValidations

public RegressionValidations(List<RegressionValidation<M>> rounds)

Constructor.

Parameters:

rounds - the validation metrics of multipl rounds.

Method Details

toString

public String toString()

Overrides:

toString in class Object