Struct ModelEvaluationSlice

#[non_exhaustive]
pub struct ModelEvaluationSlice {
    pub name: String,
    pub slice: Option<Slice>,
    pub metrics_schema_uri: String,
    pub metrics: Option<Value>,
    pub create_time: Option<Timestamp>,
    pub model_explanation: Option<ModelExplanation>,
    /* private fields */
}

A collection of metrics calculated by comparing Model’s predictions on a slice of the test data against ground truth annotations.

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.

name: String

Output only. The resource name of the ModelEvaluationSlice.

slice: Option<Slice>

Output only. The slice of the test data that is used to evaluate the Model.

metrics_schema_uri: String

Output only. Points to a YAML file stored on Google Cloud Storage describing the metrics of this ModelEvaluationSlice. The schema is defined as an OpenAPI 3.0.2 Schema Object.

metrics: Option<Value>

Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in metrics_schema_uri

create_time: Option<Timestamp>

Output only. Timestamp when this ModelEvaluationSlice was created.

model_explanation: Option<ModelExplanation>

Output only. Aggregated explanation metrics for the Model’s prediction output over the data this ModelEvaluation uses. This field is populated only if the Model is evaluated with explanations, and only for tabular Models.

Implementations

impl ModelEvaluationSlice

pub fn new() -> Self

pub fn set_name<T: Into<String>>(self, v: T) -> Self

Sets the value of name.

pub fn set_slice<T: Into<Option<Slice>>>(self, v: T) -> Self

Sets the value of slice.

pub fn set_metrics_schema_uri<T: Into<String>>(self, v: T) -> Self

Sets the value of metrics_schema_uri.

pub fn set_metrics<T: Into<Option<Value>>>(self, v: T) -> Self

Sets the value of metrics.

pub fn set_create_time<T: Into<Option<Timestamp>>>(self, v: T) -> Self

Sets the value of create_time.

pub fn set_model_explanation<T: Into<Option<ModelExplanation>>>( self, v: T, ) -> Self

Sets the value of model_explanation.

Trait Implementations

impl Clone for ModelEvaluationSlice

fn clone(&self) -> ModelEvaluationSlice

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for ModelEvaluationSlice

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

Formats the value using the given formatter.

impl Default for ModelEvaluationSlice

fn default() -> ModelEvaluationSlice

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for ModelEvaluationSlice

where ModelEvaluationSlice: Default,

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Message for ModelEvaluationSlice

fn typename() -> &'static str

The typename of this message.

impl PartialEq for ModelEvaluationSlice

fn eq(&self, other: &ModelEvaluationSlice) -> 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 Serialize for ModelEvaluationSlice

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for ModelEvaluationSlice