Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig.
The config for integrating with Vertex Explainable AI. Only applicable if the Model has explanation_spec populated.
Inherits
- Object
Extended By
- Google::Protobuf::MessageExts::ClassMethods
Includes
- Google::Protobuf::MessageExts
Methods
#enable_feature_attributes
def enable_feature_attributes() -> ::Boolean
Returns
- (::Boolean) — 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.
#enable_feature_attributes=
def enable_feature_attributes=(value) -> ::Boolean
Parameter
- value (::Boolean) — 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
- (::Boolean) — 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.
#explanation_baseline
def explanation_baseline() -> ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig::ExplanationBaseline
Returns
- (::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig::ExplanationBaseline) — Predictions generated by the BatchPredictionJob using baseline dataset.
#explanation_baseline=
def explanation_baseline=(value) -> ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig::ExplanationBaseline
Parameter
- value (::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig::ExplanationBaseline) — Predictions generated by the BatchPredictionJob using baseline dataset.
Returns
- (::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig::ExplanationBaseline) — Predictions generated by the BatchPredictionJob using baseline dataset.