Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class ExplanationConfig.
The config for integrating with Vertex Explainable AI. Only applicable if
the Model has explanation_spec populated.
Generated from protobuf message google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig
Namespace
Google \ Cloud \ AIPlatform \ V1 \ ModelMonitoringObjectiveConfig
Methods
__construct
Constructor.
Parameters
Name
Description
data
array
Optional. Data for populating the Message object.
↳ enable_feature_attributes
bool
If want to analyze the Vertex Explainable AI feature attribute scores or not. If set to true, Vertex AI will log the feature attributions from explain response and do the skew/drift detection for them.
Predictions generated by the BatchPredictionJob using baseline dataset.
getEnableFeatureAttributes
If want to analyze the Vertex Explainable AI feature attribute scores or
not. If set to true, Vertex AI will log the feature attributions from
explain response and do the skew/drift detection for them.
Returns
Type
Description
bool
setEnableFeatureAttributes
If want to analyze the Vertex Explainable AI feature attribute scores or
not. If set to true, Vertex AI will log the feature attributions from
explain response and do the skew/drift detection for them.
Parameter
Name
Description
var
bool
Returns
Type
Description
$this
getExplanationBaseline
Predictions generated by the BatchPredictionJob using baseline dataset.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-09-04 UTC."],[],[],null,["# Google Cloud Ai Platform V1 Client - Class ExplanationConfig (1.35.0)\n\nVersion latestkeyboard_arrow_down\n\n- [1.35.0 (latest)](/php/docs/reference/cloud-ai-platform/latest/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.34.0](/php/docs/reference/cloud-ai-platform/1.34.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.33.0](/php/docs/reference/cloud-ai-platform/1.33.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.32.1](/php/docs/reference/cloud-ai-platform/1.32.1/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.31.0](/php/docs/reference/cloud-ai-platform/1.31.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.30.0](/php/docs/reference/cloud-ai-platform/1.30.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.26.0](/php/docs/reference/cloud-ai-platform/1.26.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.23.0](/php/docs/reference/cloud-ai-platform/1.23.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.22.0](/php/docs/reference/cloud-ai-platform/1.22.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.21.0](/php/docs/reference/cloud-ai-platform/1.21.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.20.0](/php/docs/reference/cloud-ai-platform/1.20.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.19.0](/php/docs/reference/cloud-ai-platform/1.19.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.18.0](/php/docs/reference/cloud-ai-platform/1.18.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.17.0](/php/docs/reference/cloud-ai-platform/1.17.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.16.0](/php/docs/reference/cloud-ai-platform/1.16.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.15.0](/php/docs/reference/cloud-ai-platform/1.15.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.14.0](/php/docs/reference/cloud-ai-platform/1.14.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.13.1](/php/docs/reference/cloud-ai-platform/1.13.1/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.12.0](/php/docs/reference/cloud-ai-platform/1.12.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.11.0](/php/docs/reference/cloud-ai-platform/1.11.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.10.0](/php/docs/reference/cloud-ai-platform/1.10.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.9.0](/php/docs/reference/cloud-ai-platform/1.9.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.8.0](/php/docs/reference/cloud-ai-platform/1.8.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.7.0](/php/docs/reference/cloud-ai-platform/1.7.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.6.0](/php/docs/reference/cloud-ai-platform/1.6.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.5.0](/php/docs/reference/cloud-ai-platform/1.5.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.4.0](/php/docs/reference/cloud-ai-platform/1.4.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.3.0](/php/docs/reference/cloud-ai-platform/1.3.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.2.0](/php/docs/reference/cloud-ai-platform/1.2.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.1.0](/php/docs/reference/cloud-ai-platform/1.1.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [1.0.0](/php/docs/reference/cloud-ai-platform/1.0.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.39.0](/php/docs/reference/cloud-ai-platform/0.39.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.38.0](/php/docs/reference/cloud-ai-platform/0.38.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.37.1](/php/docs/reference/cloud-ai-platform/0.37.1/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.32.0](/php/docs/reference/cloud-ai-platform/0.32.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.31.0](/php/docs/reference/cloud-ai-platform/0.31.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.30.0](/php/docs/reference/cloud-ai-platform/0.30.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.29.0](/php/docs/reference/cloud-ai-platform/0.29.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.28.0](/php/docs/reference/cloud-ai-platform/0.28.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.27.0](/php/docs/reference/cloud-ai-platform/0.27.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.26.2](/php/docs/reference/cloud-ai-platform/0.26.2/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.25.0](/php/docs/reference/cloud-ai-platform/0.25.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.24.0](/php/docs/reference/cloud-ai-platform/0.24.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.23.0](/php/docs/reference/cloud-ai-platform/0.23.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.22.0](/php/docs/reference/cloud-ai-platform/0.22.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.21.0](/php/docs/reference/cloud-ai-platform/0.21.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.20.0](/php/docs/reference/cloud-ai-platform/0.20.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.19.0](/php/docs/reference/cloud-ai-platform/0.19.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.18.0](/php/docs/reference/cloud-ai-platform/0.18.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.17.0](/php/docs/reference/cloud-ai-platform/0.17.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.16.0](/php/docs/reference/cloud-ai-platform/0.16.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.15.0](/php/docs/reference/cloud-ai-platform/0.15.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.13.0](/php/docs/reference/cloud-ai-platform/0.13.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.12.0](/php/docs/reference/cloud-ai-platform/0.12.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.11.1](/php/docs/reference/cloud-ai-platform/0.11.1/V1.ModelMonitoringObjectiveConfig.ExplanationConfig)\n- [0.10.0](/php/docs/reference/cloud-ai-platform/0.10.0/V1.ModelMonitoringObjectiveConfig.ExplanationConfig) \nReference documentation and code samples for the Google Cloud Ai Platform V1 Client class ExplanationConfig.\n\nThe config for integrating with Vertex Explainable AI. Only applicable if\nthe Model has explanation_spec populated.\n\nGenerated from protobuf message `google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig`\n\nNamespace\n---------\n\nGoogle \\\\ Cloud \\\\ AIPlatform \\\\ V1 \\\\ ModelMonitoringObjectiveConfig\n\nMethods\n-------\n\n### __construct\n\nConstructor.\n\n### getEnableFeatureAttributes\n\nIf want to analyze the Vertex Explainable AI feature attribute scores or\nnot. If set to true, Vertex AI will log the feature attributions from\nexplain response and do the skew/drift detection for them.\n\n### setEnableFeatureAttributes\n\nIf want to analyze the Vertex Explainable AI feature attribute scores or\nnot. If set to true, Vertex AI will log the feature attributions from\nexplain response and do the skew/drift detection for them.\n\n### getExplanationBaseline\n\nPredictions generated by the BatchPredictionJob using baseline dataset.\n\n### hasExplanationBaseline\n\n### clearExplanationBaseline\n\n### setExplanationBaseline\n\nPredictions generated by the BatchPredictionJob using baseline dataset."]]
