public final class GoogleCloudMlV1ExplanationConfig extends GenericJson
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 AI Platform Training & Prediction API. For a detailed explanation see: https://developers.google.com/api-client-library/java/google-http-java-client/json
GenericData.FlagsAbstractMap.SimpleEntry<K,V>, AbstractMap.SimpleImmutableEntry<K,V>| Constructor and Description |
|---|
GoogleCloudMlV1ExplanationConfig() |
| Modifier and Type | Method and Description |
|---|---|
GoogleCloudMlV1ExplanationConfig |
clone() |
GoogleCloudMlV1IntegratedGradientsAttribution |
getIntegratedGradientsAttribution()
Attributes credit by computing the Aumann-Shapley value taking advantage of the model's fully
differentiable structure.
|
GoogleCloudMlV1SampledShapleyAttribution |
getSampledShapleyAttribution()
An attribution method that approximates Shapley values for features that contribute to the
label being predicted.
|
GoogleCloudMlV1XraiAttribution |
getXraiAttribution()
Attributes credit by computing the XRAI taking advantage of the model's fully differentiable
structure.
|
GoogleCloudMlV1ExplanationConfig |
set(String fieldName,
Object value) |
GoogleCloudMlV1ExplanationConfig |
setIntegratedGradientsAttribution(GoogleCloudMlV1IntegratedGradientsAttribution integratedGradientsAttribution)
Attributes credit by computing the Aumann-Shapley value taking advantage of the model's fully
differentiable structure.
|
GoogleCloudMlV1ExplanationConfig |
setSampledShapleyAttribution(GoogleCloudMlV1SampledShapleyAttribution sampledShapleyAttribution)
An attribution method that approximates Shapley values for features that contribute to the
label being predicted.
|
GoogleCloudMlV1ExplanationConfig |
setXraiAttribution(GoogleCloudMlV1XraiAttribution xraiAttribution)
Attributes credit by computing the XRAI taking advantage of the model's fully differentiable
structure.
|
getFactory, setFactory, toPrettyString, toStringentrySet, equals, get, getClassInfo, getUnknownKeys, hashCode, put, putAll, remove, setUnknownKeysclear, containsKey, containsValue, isEmpty, keySet, size, valuesfinalize, getClass, notify, notifyAll, wait, wait, waitcompute, computeIfAbsent, computeIfPresent, forEach, getOrDefault, merge, putIfAbsent, remove, replace, replace, replaceAllpublic GoogleCloudMlV1IntegratedGradientsAttribution getIntegratedGradientsAttribution()
null for nonepublic GoogleCloudMlV1ExplanationConfig setIntegratedGradientsAttribution(GoogleCloudMlV1IntegratedGradientsAttribution integratedGradientsAttribution)
integratedGradientsAttribution - integratedGradientsAttribution or null for nonepublic GoogleCloudMlV1SampledShapleyAttribution getSampledShapleyAttribution()
null for nonepublic GoogleCloudMlV1ExplanationConfig setSampledShapleyAttribution(GoogleCloudMlV1SampledShapleyAttribution sampledShapleyAttribution)
sampledShapleyAttribution - sampledShapleyAttribution or null for nonepublic GoogleCloudMlV1XraiAttribution getXraiAttribution()
null for nonepublic GoogleCloudMlV1ExplanationConfig setXraiAttribution(GoogleCloudMlV1XraiAttribution xraiAttribution)
xraiAttribution - xraiAttribution or null for nonepublic GoogleCloudMlV1ExplanationConfig set(String fieldName, Object value)
set in class GenericJsonpublic GoogleCloudMlV1ExplanationConfig clone()
clone in class GenericJsonCopyright © 2011–2021 Google. All rights reserved.