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

Class XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry

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.XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry

All Implemented Interfaces:

Cloneable, Map<String,Object>

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

Metrics for a single confidence threshold.

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
XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry()

Method Summary

Modifier and Type	Method and Description
XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry	clone()
Float	getConfidenceThreshold() The confidence threshold value used to compute the metrics.
XPSConfusionMatrix	getConfusionMatrix() Confusion matrix of the per confidence_threshold evaluation.
Float	getDiceScoreCoefficient() DSC or the F1 score: The harmonic mean of recall and precision.
Float	getIouScore() IOU score.
Float	getPrecision() Precision for the given confidence threshold.
Float	getRecall() Recall for the given confidence threshold.
XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry	set(String fieldName, Object value)
XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry	setConfidenceThreshold(Float confidenceThreshold) The confidence threshold value used to compute the metrics.
XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry	setConfusionMatrix(XPSConfusionMatrix confusionMatrix) Confusion matrix of the per confidence_threshold evaluation.
XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry	setDiceScoreCoefficient(Float diceScoreCoefficient) DSC or the F1 score: The harmonic mean of recall and precision.
XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry	setIouScore(Float iouScore) IOU score.
XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry	setPrecision(Float precision) Precision for the given confidence threshold.
XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry	setRecall(Float recall) Recall for the given confidence threshold.

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

XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry

public XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry()

Method Detail

getConfidenceThreshold

public Float getConfidenceThreshold()

The confidence threshold value used to compute the metrics.

Returns:

value or null for none

setConfidenceThreshold

public XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry setConfidenceThreshold(Float confidenceThreshold)

The confidence threshold value used to compute the metrics.

Parameters:

confidenceThreshold - confidenceThreshold or null for none

getConfusionMatrix

public XPSConfusionMatrix getConfusionMatrix()

Confusion matrix of the per confidence_threshold evaluation. Pixel counts are set here. Only set for model level evaluation, not for evaluation per label.

Returns:

value or null for none

setConfusionMatrix

public XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry setConfusionMatrix(XPSConfusionMatrix confusionMatrix)

Confusion matrix of the per confidence_threshold evaluation. Pixel counts are set here. Only set for model level evaluation, not for evaluation per label.

Parameters:

confusionMatrix - confusionMatrix or null for none

getDiceScoreCoefficient

public Float getDiceScoreCoefficient()

DSC or the F1 score: The harmonic mean of recall and precision.

Returns:

value or null for none

setDiceScoreCoefficient

public XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry setDiceScoreCoefficient(Float diceScoreCoefficient)

DSC or the F1 score: The harmonic mean of recall and precision.

Parameters:

diceScoreCoefficient - diceScoreCoefficient or null for none

getIouScore

public Float getIouScore()

IOU score.

Returns:

value or null for none

setIouScore

public XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry setIouScore(Float iouScore)

IOU score.

Parameters:

iouScore - iouScore or null for none

getPrecision

public Float getPrecision()

Precision for the given confidence threshold.

Returns:

value or null for none

setPrecision

public XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry setPrecision(Float precision)

Precision for the given confidence threshold.

Parameters:

precision - precision or null for none

getRecall

public Float getRecall()

Recall for the given confidence threshold.

Returns:

value or null for none

setRecall

public XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry setRecall(Float recall)

Recall for the given confidence threshold.

Parameters:

recall - recall or null for none

set

public XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry set(String fieldName,
                                                                       Object value)

Overrides:

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

clone

public XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry clone()

Overrides:

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