Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::ErrorAnalysisAnnotation.
Model error analysis for each annotation.
Inherits
- Object
Extended By
- Google::Protobuf::MessageExts::ClassMethods
Includes
- Google::Protobuf::MessageExts
Methods
#attributed_items
def attributed_items() -> ::Array<::Google::Cloud::AIPlatform::V1::ErrorAnalysisAnnotation::AttributedItem>
Returns
- (::Array<::Google::Cloud::AIPlatform::V1::ErrorAnalysisAnnotation::AttributedItem>) — Attributed items for a given annotation, typically representing neighbors from the training sets constrained by the query type.
#attributed_items=
def attributed_items=(value) -> ::Array<::Google::Cloud::AIPlatform::V1::ErrorAnalysisAnnotation::AttributedItem>
Parameter
- value (::Array<::Google::Cloud::AIPlatform::V1::ErrorAnalysisAnnotation::AttributedItem>) — Attributed items for a given annotation, typically representing neighbors from the training sets constrained by the query type.
Returns
- (::Array<::Google::Cloud::AIPlatform::V1::ErrorAnalysisAnnotation::AttributedItem>) — Attributed items for a given annotation, typically representing neighbors from the training sets constrained by the query type.
#outlier_score
def outlier_score() -> ::Float
Returns
- (::Float) — The outlier score of this annotated item. Usually defined as the min of all distances from attributed items.
#outlier_score=
def outlier_score=(value) -> ::Float
Parameter
- value (::Float) — The outlier score of this annotated item. Usually defined as the min of all distances from attributed items.
Returns
- (::Float) — The outlier score of this annotated item. Usually defined as the min of all distances from attributed items.
#outlier_threshold
def outlier_threshold() -> ::Float
Returns
- (::Float) — The threshold used to determine if this annotation is an outlier or not.
#outlier_threshold=
def outlier_threshold=(value) -> ::Float
Parameter
- value (::Float) — The threshold used to determine if this annotation is an outlier or not.
Returns
- (::Float) — The threshold used to determine if this annotation is an outlier or not.
#query_type
def query_type() -> ::Google::Cloud::AIPlatform::V1::ErrorAnalysisAnnotation::QueryType
Returns
- (::Google::Cloud::AIPlatform::V1::ErrorAnalysisAnnotation::QueryType) — The query type used for finding the attributed items.
#query_type=
def query_type=(value) -> ::Google::Cloud::AIPlatform::V1::ErrorAnalysisAnnotation::QueryType
Parameter
- value (::Google::Cloud::AIPlatform::V1::ErrorAnalysisAnnotation::QueryType) — The query type used for finding the attributed items.
Returns
- (::Google::Cloud::AIPlatform::V1::ErrorAnalysisAnnotation::QueryType) — The query type used for finding the attributed items.