software.amazon.awssdk.services.glue.model

Class ConfusionMatrix

java.lang.Object

software.amazon.awssdk.services.glue.model.ConfusionMatrix

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<ConfusionMatrix.Builder,ConfusionMatrix>

@Generated(value="software.amazon.awssdk:codegen")
public final class ConfusionMatrix
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<ConfusionMatrix.Builder,ConfusionMatrix>

The confusion matrix shows you what your transform is predicting accurately and what types of errors it is making.

For more information, see Confusion matrix in Wikipedia.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	ConfusionMatrix.Builder

Method Summary

Modifier and Type	Method and Description
static ConfusionMatrix.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
Long	numFalseNegatives() The number of matches in the data that the transform didn't find, in the confusion matrix for your transform.
Long	numFalsePositives() The number of nonmatches in the data that the transform incorrectly classified as a match, in the confusion matrix for your transform.
Long	numTrueNegatives() The number of nonmatches in the data that the transform correctly rejected, in the confusion matrix for your transform.
Long	numTruePositives() The number of matches in the data that the transform correctly found, in the confusion matrix for your transform.
List<SdkField<?>>	sdkFields()
static Class<? extends ConfusionMatrix.Builder>	serializableBuilderClass()
ConfusionMatrix.Builder	toBuilder()
String	toString() Returns a string representation of this object.

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder

copy

Method Detail

numTruePositives

public final Long numTruePositives()

The number of matches in the data that the transform correctly found, in the confusion matrix for your transform.

Returns:

The number of matches in the data that the transform correctly found, in the confusion matrix for your transform.

numFalsePositives

public final Long numFalsePositives()

The number of nonmatches in the data that the transform incorrectly classified as a match, in the confusion matrix for your transform.

Returns:

The number of nonmatches in the data that the transform incorrectly classified as a match, in the confusion matrix for your transform.

numTrueNegatives

public final Long numTrueNegatives()

The number of nonmatches in the data that the transform correctly rejected, in the confusion matrix for your transform.

Returns:

The number of nonmatches in the data that the transform correctly rejected, in the confusion matrix for your transform.

numFalseNegatives

public final Long numFalseNegatives()

The number of matches in the data that the transform didn't find, in the confusion matrix for your transform.

Returns:

The number of matches in the data that the transform didn't find, in the confusion matrix for your transform.

toBuilder

public ConfusionMatrix.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<ConfusionMatrix.Builder,ConfusionMatrix>

builder

public static ConfusionMatrix.Builder builder()

serializableBuilderClass

public static Class<? extends ConfusionMatrix.Builder> serializableBuilderClass()

hashCode

public final int hashCode()

Overrides:

hashCode in class Object

equals

public final boolean equals(Object obj)

Overrides:

equals in class Object

equalsBySdkFields

public final boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

toString

public final String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

getValueForField

public final <T> Optional<T> getValueForField(String fieldName,
                                              Class<T> clazz)

sdkFields

public final List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo