com.google.api.services.language.v2.model

Class XPSConfusionMatrix

java.lang.Object

java.util.AbstractMap<String,Object>

com.google.api.client.util.GenericData

com.google.api.client.json.GenericJson

com.google.api.services.language.v2.model.XPSConfusionMatrix

All Implemented Interfaces:

Cloneable, Map<String,Object>

public final class XPSConfusionMatrix
extends com.google.api.client.json.GenericJson

Confusion matrix of the model running the classification.

This is the Java data model class that specifies how to parse/serialize into the JSON that is transmitted over HTTP when working with the Cloud Natural Language API. For a detailed explanation see: https://developers.google.com/api-client-library/java/google-http-java-client/json

Author:

Google, Inc.

Nested Class Summary

Nested classes/interfaces inherited from class com.google.api.client.util.GenericData

com.google.api.client.util.GenericData.Flags

Nested classes/interfaces inherited from class java.util.AbstractMap

AbstractMap.SimpleEntry<K,V>, AbstractMap.SimpleImmutableEntry<K,V>

Nested classes/interfaces inherited from interface java.util.Map

Map.Entry<K,V>

Constructor Summary

Constructors

Constructor and Description
XPSConfusionMatrix()

Method Summary

Modifier and Type	Method and Description
XPSConfusionMatrix	clone()
List<String>	getAnnotationSpecIdToken() For the following three repeated fields, only one is intended to be set.
List<Integer>	getCategory() Category (mainly for segmentation).
List<XPSConfusionMatrixRow>	getRow() Rows in the confusion matrix.
List<Integer>	getSentimentLabel() Sentiment labels used in the confusion matrix.
XPSConfusionMatrix	set(String fieldName, Object value)
XPSConfusionMatrix	setAnnotationSpecIdToken(List<String> annotationSpecIdToken) For the following three repeated fields, only one is intended to be set.
XPSConfusionMatrix	setCategory(List<Integer> category) Category (mainly for segmentation).
XPSConfusionMatrix	setRow(List<XPSConfusionMatrixRow> row) Rows in the confusion matrix.
XPSConfusionMatrix	setSentimentLabel(List<Integer> sentimentLabel) Sentiment labels used in the confusion matrix.

Methods inherited from class com.google.api.client.json.GenericJson

getFactory, setFactory, toPrettyString, toString

Methods inherited from class com.google.api.client.util.GenericData

entrySet, equals, get, getClassInfo, getUnknownKeys, hashCode, put, putAll, remove, setUnknownKeys

Methods inherited from class java.util.AbstractMap

clear, containsKey, containsValue, isEmpty, keySet, size, values

Methods inherited from class java.lang.Object

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

Methods inherited from interface java.util.Map

compute, computeIfAbsent, computeIfPresent, forEach, getOrDefault, merge, putIfAbsent, remove, replace, replace, replaceAll

Constructor Detail

XPSConfusionMatrix

public XPSConfusionMatrix()

Method Detail

getAnnotationSpecIdToken

public List<String> getAnnotationSpecIdToken()

For the following three repeated fields, only one is intended to be set. annotation_spec_id_token is preferable to be set. ID tokens of the annotation specs used in the confusion matrix.

Returns:

value or null for none

setAnnotationSpecIdToken

public XPSConfusionMatrix setAnnotationSpecIdToken(List<String> annotationSpecIdToken)

For the following three repeated fields, only one is intended to be set. annotation_spec_id_token is preferable to be set. ID tokens of the annotation specs used in the confusion matrix.

Parameters:

annotationSpecIdToken - annotationSpecIdToken or null for none

getCategory

public List<Integer> getCategory()

Category (mainly for segmentation). Set only for image segmentation models. Note: uCAIP Image Segmentation should use annotation_spec_id_token.

Returns:

value or null for none

setCategory

public XPSConfusionMatrix setCategory(List<Integer> category)

Category (mainly for segmentation). Set only for image segmentation models. Note: uCAIP Image Segmentation should use annotation_spec_id_token.

Parameters:

category - category or null for none

getRow

public List<XPSConfusionMatrixRow> getRow()

Rows in the confusion matrix. The number of rows is equal to the size of `annotation_spec_id_token`. `row[i].value[j]` is the number of examples that have ground truth of the `annotation_spec_id_token[i]` and are predicted as `annotation_spec_id_token[j]` by the model being evaluated.

Returns:

value or null for none

setRow

public XPSConfusionMatrix setRow(List<XPSConfusionMatrixRow> row)

Rows in the confusion matrix. The number of rows is equal to the size of `annotation_spec_id_token`. `row[i].value[j]` is the number of examples that have ground truth of the `annotation_spec_id_token[i]` and are predicted as `annotation_spec_id_token[j]` by the model being evaluated.

Parameters:

row - row or null for none

getSentimentLabel

public List<Integer> getSentimentLabel()

Sentiment labels used in the confusion matrix. Set only for text sentiment models. For AutoML Text Revamp, use `annotation_spec_id_token` instead and leave this field empty.

Returns:

value or null for none

setSentimentLabel

public XPSConfusionMatrix setSentimentLabel(List<Integer> sentimentLabel)

Sentiment labels used in the confusion matrix. Set only for text sentiment models. For AutoML Text Revamp, use `annotation_spec_id_token` instead and leave this field empty.

Parameters:

sentimentLabel - sentimentLabel or null for none

set

public XPSConfusionMatrix set(String fieldName,
                              Object value)

Overrides:

set in class com.google.api.client.json.GenericJson

clone

public XPSConfusionMatrix clone()

Overrides:

clone in class com.google.api.client.json.GenericJson