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

Class XPSIntegratedGradientsAttribution

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.XPSIntegratedGradientsAttribution

All Implemented Interfaces:

Cloneable, Map<String,Object>

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

An attribution method that computes the Aumann-Shapley value taking advantage of the model's fully differentiable structure. Refer to this paper for more details: https://arxiv.org/abs/1703.01365

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
XPSIntegratedGradientsAttribution()

Method Summary

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

XPSIntegratedGradientsAttribution

public XPSIntegratedGradientsAttribution()

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 within the desired error range. Valid range of its value is [1, 100], inclusively.

Returns:

value or null for none

setStepCount

public XPSIntegratedGradientsAttribution 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 within the desired error range. Valid range of its value is [1, 100], inclusively.

Parameters:

stepCount - stepCount or null for none

set

public XPSIntegratedGradientsAttribution set(String fieldName,
                                             Object value)

Overrides:

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

clone

public XPSIntegratedGradientsAttribution clone()

Overrides:

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