smile.validation

Class RegressionValidations<M>

java.lang.Object

smile.validation.RegressionValidations<M>

Type Parameters:

M - the regression model type.

All Implemented Interfaces:

java.io.Serializable

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

Regression model validation results.

See Also:

Serialized Form

Field Summary

Fields

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

Constructor Summary

Constructors

Constructor and Description
RegressionValidations(java.util.List<RegressionValidation<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<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 Detail

RegressionValidations

public RegressionValidations(java.util.List<RegressionValidation<M>> rounds)

Constructor.

Method Detail

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object