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

Class XPSXraiAttribution

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.XPSXraiAttribution

All Implemented Interfaces:

Cloneable, Map<String,Object>

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

An explanation method that redistributes Integrated Gradients attributions to segmented regions, taking advantage of the model's fully differentiable structure. Refer to this paper for more details: https://arxiv.org/abs/1906.02825 Only supports image Models (modality is IMAGE).

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
XPSXraiAttribution()

Method Summary

Modifier and Type	Method and Description
XPSXraiAttribution	clone()
Integer	getStepCount() The number of steps for approximating the path integral.
XPSXraiAttribution	set(String fieldName, Object value)
XPSXraiAttribution	setStepCount(Integer stepCount) The number of steps for approximating the path integral.

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

XPSXraiAttribution

public XPSXraiAttribution()

Method Detail

getStepCount

public Integer getStepCount()

The number of steps for approximating the path integral. A good value to start is 50 and gradually increase until the sum to diff property is met within the desired error range. Valid range of its value is [1, 100], inclusively.

Returns:

value or null for none

setStepCount

public XPSXraiAttribution setStepCount(Integer stepCount)

The number of steps for approximating the path integral. A good value to start is 50 and gradually increase until the sum to diff property is met within the desired error range. Valid range of its value is [1, 100], inclusively.

Parameters:

stepCount - stepCount or null for none

set

public XPSXraiAttribution set(String fieldName,
                              Object value)

Overrides:

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

clone

public XPSXraiAttribution clone()

Overrides:

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