smile.validation

Class ClassificationValidations<M>

java.lang.Object

smile.validation.ClassificationValidations<M>

Type Parameters:

M - the model type.

All Implemented Interfaces:

java.io.Serializable

public class ClassificationValidations<M>
extends java.lang.Object
implements java.io.Serializable

Classification model validation results.

See Also:

Serialized Form

Field Summary

Fields

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

Constructor Summary

Constructors

Constructor and Description
ClassificationValidations(java.util.List<ClassificationValidation<M>> rounds) Constructor.

Method Summary

Modifier and Type	Method and Description
java.lang.String	toString()

Methods inherited from class java.lang.Object

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

Field Detail

rounds

public final java.util.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 Detail

ClassificationValidations

public ClassificationValidations(java.util.List<ClassificationValidation<M>> rounds)

Constructor.

Method Detail

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object