Class ModelMonitoringObjectiveConfig.ExplanationConfig (3.77.0)
Version 3.77.0keyboard_arrow_down
public static final class ModelMonitoringObjectiveConfig . ExplanationConfig extends GeneratedMessageV3 implements ModelMonitoringObjectiveConfig . ExplanationConfigOrBuilder
The config for integrating with Vertex Explainable AI. Only applicable if
the Model has explanation_spec populated.
Protobuf type
google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig
Inherited Members
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)
com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)
com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)
Static Fields
public static final int ENABLE_FEATURE_ATTRIBUTES_FIELD_NUMBER
Field Value
Type Description
int
public static final int EXPLANATION_BASELINE_FIELD_NUMBER
Field Value
Type Description
int
Static Methods
public static ModelMonitoringObjectiveConfig . ExplanationConfig getDefaultInstance ()
public static final Descriptors . Descriptor getDescriptor ()
public static ModelMonitoringObjectiveConfig . ExplanationConfig . Builder newBuilder ()
public static ModelMonitoringObjectiveConfig . ExplanationConfig . Builder newBuilder ( ModelMonitoringObjectiveConfig . ExplanationConfig prototype )
public static ModelMonitoringObjectiveConfig . ExplanationConfig parseDelimitedFrom ( InputStream input )
public static ModelMonitoringObjectiveConfig . ExplanationConfig parseDelimitedFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringObjectiveConfig . ExplanationConfig parseFrom ( byte [] data )
Parameter
Name Description
databyte []
public static ModelMonitoringObjectiveConfig . ExplanationConfig parseFrom ( byte [] data , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringObjectiveConfig . ExplanationConfig parseFrom ( ByteString data )
public static ModelMonitoringObjectiveConfig . ExplanationConfig parseFrom ( ByteString data , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringObjectiveConfig . ExplanationConfig parseFrom ( CodedInputStream input )
public static ModelMonitoringObjectiveConfig . ExplanationConfig parseFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringObjectiveConfig . ExplanationConfig parseFrom ( InputStream input )
public static ModelMonitoringObjectiveConfig . ExplanationConfig parseFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
public static ModelMonitoringObjectiveConfig . ExplanationConfig parseFrom ( ByteBuffer data )
public static ModelMonitoringObjectiveConfig . ExplanationConfig parseFrom ( ByteBuffer data , ExtensionRegistryLite extensionRegistry )
public static Parser<ModelMonitoringObjectiveConfig . ExplanationConfig > parser ()
Methods
public boolean equals ( Object obj )
Parameter
Name Description
objObject
Overrides
public ModelMonitoringObjectiveConfig . ExplanationConfig getDefaultInstanceForType ()
public boolean 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.
bool enable_feature_attributes = 1;
Returns
Type Description
boolean The enableFeatureAttributes.
public ModelMonitoringObjectiveConfig . ExplanationConfig . ExplanationBaseline getExplanationBaseline ()
Predictions generated by the BatchPredictionJob using baseline dataset.
.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline explanation_baseline = 2;
public ModelMonitoringObjectiveConfig . ExplanationConfig . ExplanationBaselineOrBuilder getExplanationBaselineOrBuilder ()
Predictions generated by the BatchPredictionJob using baseline dataset.
.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline explanation_baseline = 2;
public Parser<ModelMonitoringObjectiveConfig . ExplanationConfig > getParserForType ()
Overrides
public int getSerializedSize ()
Returns
Type Description
int
Overrides
public boolean hasExplanationBaseline ()
Predictions generated by the BatchPredictionJob using baseline dataset.
.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline explanation_baseline = 2;
Returns
Type Description
boolean Whether the explanationBaseline field is set.
Returns
Type Description
int
Overrides
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
Overrides
public final boolean isInitialized ()
Overrides
public ModelMonitoringObjectiveConfig . ExplanationConfig . Builder newBuilderForType ()
protected ModelMonitoringObjectiveConfig . ExplanationConfig . Builder newBuilderForType ( GeneratedMessageV3 . BuilderParent parent )
Overrides
protected Object newInstance ( GeneratedMessageV3 . UnusedPrivateParameter unused )
Returns
Type Description
Object
Overrides
public ModelMonitoringObjectiveConfig . ExplanationConfig . Builder toBuilder ()
public void writeTo ( CodedOutputStream output )
Overrides
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License , and code samples are licensed under the Apache 2.0 License . For details, see the Google Developers Site Policies . Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2025-10-29 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-10-29 UTC."],[],[]]
