Package smile.validation

Class ClassificationValidations<M>

java.lang.Object

smile.validation.ClassificationValidations<M>

Type Parameters:

M - the model type.

All Implemented Interfaces:

Serializable

public class ClassificationValidations<M>
extends Object
implements Serializable

Classification model validation results.

See Also:

• Serialized Form

Field Summary

Fields

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

Constructor Summary

Constructors

Constructor	Description
ClassificationValidations(List<ClassificationValidation<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<ClassificationValidation<M>> rounds

The multiple round validations.

avg

public final ClassificationMetrics avg

The average of metrics.

sd

public final ClassificationMetrics sd

The standard deviation of metrics.

Constructor Details

ClassificationValidations

public ClassificationValidations(List<ClassificationValidation<M>> rounds)

Constructor.

Parameters:

rounds - the validation metrics of multipl rounds.

Method Details

toString

public String toString()

Overrides:

toString in class Object