Struct gcp_bigquery_client::model::evaluation_metrics::EvaluationMetrics

source · [−]

pub struct EvaluationMetrics {
    pub dimensionality_reduction_metrics: Option<DimensionalityReductionMetrics>,
    pub ranking_metrics: Option<RankingMetrics>,
    pub regression_metrics: Option<RegressionMetrics>,
    pub clustering_metrics: Option<ClusteringMetrics>,
    pub binary_classification_metrics: Option<BinaryClassificationMetrics>,
    pub arima_forecasting_metrics: Option<ArimaForecastingMetrics>,
    pub multi_class_classification_metrics: Option<MultiClassClassificationMetrics>,
}

Fields

dimensionality_reduction_metrics: Option<DimensionalityReductionMetrics>

Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA.

ranking_metrics: Option<RankingMetrics>

Populated for implicit feedback type matrix factorization models.

regression_metrics: Option<RegressionMetrics>

Populated for regression models and explicit feedback type matrix factorization models.

clustering_metrics: Option<ClusteringMetrics>

Populated for clustering models.

binary_classification_metrics: Option<BinaryClassificationMetrics>

Populated for binary classification/classifier models.

arima_forecasting_metrics: Option<ArimaForecastingMetrics>

Populated for ARIMA models.

multi_class_classification_metrics: Option<MultiClassClassificationMetrics>

Populated for multi-class classification/classifier models.

Trait Implementations

impl Clone for EvaluationMetrics

fn clone(&self) -> EvaluationMetrics

Returns a copy of the value. Read more

1.0.0 · source

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

Performs copy-assignment from source. Read more

impl Debug for EvaluationMetrics

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

Formats the value using the given formatter. Read more

impl Default for EvaluationMetrics

fn default() -> EvaluationMetrics

Returns the “default value” for a type. Read more

impl<'de> Deserialize<'de> for EvaluationMetrics

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error> where
__D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

impl Serialize for EvaluationMetrics

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error> where
S: Serializer,

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations

impl RefUnwindSafe for EvaluationMetrics

impl Send for EvaluationMetrics

impl Sync for EvaluationMetrics

impl Unpin for EvaluationMetrics

impl UnwindSafe for EvaluationMetrics

Blanket Implementations

impl<T> Any for T where
T: 'static + ?Sized,

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

impl<T> Borrow<T> for T where
T: ?Sized,

const: unstable · source

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

impl<T> BorrowMut<T> for T where
T: ?Sized,

const: unstable · source

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

impl<T> From<T> for T

const: unstable · source

fn from(t: T) -> T

Returns the argument unchanged.

impl<T> Instrument for T

fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

impl<T, U> Into<U> for T where
U: From<T>,

const: unstable · source

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

impl<T> ToOwned for T where
T: Clone,

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

impl<T, U> TryFrom<U> for T where
U: Into<T>,

type Error = Infallible

The type returned in the event of a conversion error.

const: unstable · source

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.

impl<T, U> TryInto<U> for T where
U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.

const: unstable · source

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.

impl<T> WithSubscriber for T

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self> where
S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more

fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a WithDispatch wrapper. Read more

impl<T> DeserializeOwned for T where
T: for<'de> Deserialize<'de>,