Struct google_api_proto::google::cloud::aiplatform::v1beta1::ModelEvaluationSlice

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>,
}

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

Fields

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][google.cloud.aiplatform.v1beta1.ModelEvaluationSlice.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][google.cloud.aiplatform.v1beta1.ModelEvaluationSlice.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.

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() -> Self

Returns the “default value” for a type.

impl Message for ModelEvaluationSlice

fn encoded_len(&self) -> usize

Returns the encoded length of the message without a length delimiter.

fn clear(&mut self)

Clears the message, resetting all fields to their default.

fn encode(&self, buf: &mut impl BufMut) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message to a buffer.

fn encode_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message to a newly allocated buffer.

fn encode_length_delimited( &self, buf: &mut impl BufMut, ) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message with a length-delimiter to a buffer.

fn encode_length_delimited_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message with a length-delimiter to a newly allocated buffer.

fn decode(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes an instance of the message from a buffer.

fn decode_length_delimited(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes a length-delimited instance of the message from the buffer.

fn merge(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes an instance of the message from a buffer, and merges it into self.

fn merge_length_delimited(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes a length-delimited instance of the message from buffer, and merges it into self.

impl PartialEq for ModelEvaluationSlice

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

This method tests for self and other values to be equal, and is used by ==.

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

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

impl StructuralPartialEq for ModelEvaluationSlice