Struct ErrorAnalysisAnnotation 

#[non_exhaustive]
pub struct ErrorAnalysisAnnotation {
    pub attributed_items: Vec<AttributedItem>,
    pub query_type: QueryType,
    pub outlier_score: f64,
    pub outlier_threshold: f64,
    /* private fields */
}

Available on crate feature model-service only.

Model error analysis for each annotation.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

attributed_items: Vec<AttributedItem>

Attributed items for a given annotation, typically representing neighbors from the training sets constrained by the query type.

query_type: QueryType

The query type used for finding the attributed items.

outlier_score: f64

The outlier score of this annotated item. Usually defined as the min of all distances from attributed items.

outlier_threshold: f64

The threshold used to determine if this annotation is an outlier or not.

Implementations

impl ErrorAnalysisAnnotation

pub fn new() -> Self

pub fn set_attributed_items<T, V>(self, v: T) -> Self

where T: IntoIterator<Item = V>, V: Into<AttributedItem>,

Sets the value of attributed_items.

Example

use google_cloud_aiplatform_v1::model::error_analysis_annotation::AttributedItem;
let x = ErrorAnalysisAnnotation::new()
    .set_attributed_items([
        AttributedItem::default()/* use setters */,
        AttributedItem::default()/* use (different) setters */,
    ]);

pub fn set_query_type<T: Into<QueryType>>(self, v: T) -> Self

Sets the value of query_type.

Example

use google_cloud_aiplatform_v1::model::error_analysis_annotation::QueryType;
let x0 = ErrorAnalysisAnnotation::new().set_query_type(QueryType::AllSimilar);
let x1 = ErrorAnalysisAnnotation::new().set_query_type(QueryType::SameClassSimilar);
let x2 = ErrorAnalysisAnnotation::new().set_query_type(QueryType::SameClassDissimilar);

pub fn set_outlier_score<T: Into<f64>>(self, v: T) -> Self

Sets the value of outlier_score.

Example

let x = ErrorAnalysisAnnotation::new().set_outlier_score(42.0);

pub fn set_outlier_threshold<T: Into<f64>>(self, v: T) -> Self

Sets the value of outlier_threshold.

Example

let x = ErrorAnalysisAnnotation::new().set_outlier_threshold(42.0);

Trait Implementations

impl Clone for ErrorAnalysisAnnotation

fn clone(&self) -> ErrorAnalysisAnnotation

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for ErrorAnalysisAnnotation

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for ErrorAnalysisAnnotation

fn default() -> ErrorAnalysisAnnotation

Returns the “default value” for a type.

impl Message for ErrorAnalysisAnnotation

fn typename() -> &'static str

The typename of this message.

impl PartialEq for ErrorAnalysisAnnotation

fn eq(&self, other: &ErrorAnalysisAnnotation) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for ErrorAnalysisAnnotation