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

Class XPSTextSentimentEvaluationMetrics

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.XPSTextSentimentEvaluationMetrics

All Implemented Interfaces:

Cloneable, Map<String,Object>

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

Model evaluation metrics for text sentiment problems.

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
XPSTextSentimentEvaluationMetrics()

Method Summary

Modifier and Type	Method and Description
XPSTextSentimentEvaluationMetrics	clone()
XPSConfusionMatrix	getConfusionMatrix() Output only.
Float	getF1Score() Output only.
Float	getLinearKappa() Output only.
Float	getMeanAbsoluteError() Output only.
Float	getMeanSquaredError() Output only.
Float	getPrecision() Output only.
Float	getQuadraticKappa() Output only.
Float	getRecall() Output only.
XPSTextSentimentEvaluationMetrics	set(String fieldName, Object value)
XPSTextSentimentEvaluationMetrics	setConfusionMatrix(XPSConfusionMatrix confusionMatrix) Output only.
XPSTextSentimentEvaluationMetrics	setF1Score(Float f1Score) Output only.
XPSTextSentimentEvaluationMetrics	setLinearKappa(Float linearKappa) Output only.
XPSTextSentimentEvaluationMetrics	setMeanAbsoluteError(Float meanAbsoluteError) Output only.
XPSTextSentimentEvaluationMetrics	setMeanSquaredError(Float meanSquaredError) Output only.
XPSTextSentimentEvaluationMetrics	setPrecision(Float precision) Output only.
XPSTextSentimentEvaluationMetrics	setQuadraticKappa(Float quadraticKappa) Output only.
XPSTextSentimentEvaluationMetrics	setRecall(Float recall) Output only.

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

XPSTextSentimentEvaluationMetrics

public XPSTextSentimentEvaluationMetrics()

Method Detail

getConfusionMatrix

public XPSConfusionMatrix getConfusionMatrix()

Output only. Confusion matrix of the evaluation. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

Returns:

value or null for none

setConfusionMatrix

public XPSTextSentimentEvaluationMetrics setConfusionMatrix(XPSConfusionMatrix confusionMatrix)

Output only. Confusion matrix of the evaluation. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

Parameters:

confusionMatrix - confusionMatrix or null for none

getF1Score

public Float getF1Score()

Output only. The harmonic mean of recall and precision.

Returns:

value or null for none

setF1Score

public XPSTextSentimentEvaluationMetrics setF1Score(Float f1Score)

Output only. The harmonic mean of recall and precision.

Parameters:

f1Score - f1Score or null for none

getLinearKappa

public Float getLinearKappa()

Output only. Linear weighted kappa. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

Returns:

value or null for none

setLinearKappa

public XPSTextSentimentEvaluationMetrics setLinearKappa(Float linearKappa)

Output only. Linear weighted kappa. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

Parameters:

linearKappa - linearKappa or null for none

getMeanAbsoluteError

public Float getMeanAbsoluteError()

Output only. Mean absolute error. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

Returns:

value or null for none

setMeanAbsoluteError

public XPSTextSentimentEvaluationMetrics setMeanAbsoluteError(Float meanAbsoluteError)

Output only. Mean absolute error. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

Parameters:

meanAbsoluteError - meanAbsoluteError or null for none

getMeanSquaredError

public Float getMeanSquaredError()

Output only. Mean squared error. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

Returns:

value or null for none

setMeanSquaredError

public XPSTextSentimentEvaluationMetrics setMeanSquaredError(Float meanSquaredError)

Output only. Mean squared error. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

Parameters:

meanSquaredError - meanSquaredError or null for none

getPrecision

public Float getPrecision()

Output only. Precision.

Returns:

value or null for none

setPrecision

public XPSTextSentimentEvaluationMetrics setPrecision(Float precision)

Output only. Precision.

Parameters:

precision - precision or null for none

getQuadraticKappa

public Float getQuadraticKappa()

Output only. Quadratic weighted kappa. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

Returns:

value or null for none

setQuadraticKappa

public XPSTextSentimentEvaluationMetrics setQuadraticKappa(Float quadraticKappa)

Output only. Quadratic weighted kappa. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

Parameters:

quadraticKappa - quadraticKappa or null for none

getRecall

public Float getRecall()

Output only. Recall.

Returns:

value or null for none

setRecall

public XPSTextSentimentEvaluationMetrics setRecall(Float recall)

Output only. Recall.

Parameters:

recall - recall or null for none

set

public XPSTextSentimentEvaluationMetrics set(String fieldName,
                                             Object value)

Overrides:

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

clone

public XPSTextSentimentEvaluationMetrics clone()

Overrides:

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