LinearPredictionProvider

sklears_linear::modular_framework

Struct LinearPredictionProvider

pub struct LinearPredictionProvider;

Expand description

Standard linear prediction provider

Trait Implementations§

impl Debug for LinearPredictionProvider

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

Formats the value using the given formatter. Read more

impl PredictionProvider for LinearPredictionProvider

fn predict( &self, features: &Array2<Float>, coefficients: &Array1<Float>, intercept: Option<Float>, ) -> Result<Array1<Float>>

fn name(&self) -> &'static str

Get the name of this prediction provider

fn predict_with_confidence( &self, features: &Array2<Float>, coefficients: &Array1<Float>, intercept: Option<Float>, confidence_level: Float, ) -> Result<PredictionWithConfidence>

fn predict_with_uncertainty( &self, features: &Array2<Float>, coefficients: &Array1<Float>, intercept: Option<Float>, ) -> Result<PredictionWithUncertainty>

Prediction with uncertainty quantification (if supported)

fn supports_confidence_intervals(&self) -> bool

Check if this provider supports confidence intervals

fn supports_uncertainty_quantification(&self) -> bool

Check if this provider supports uncertainty quantification

Auto Trait Implementations§

impl Freeze for LinearPredictionProvider

impl RefUnwindSafe for LinearPredictionProvider

impl Send for LinearPredictionProvider

impl Sync for LinearPredictionProvider

impl Unpin for LinearPredictionProvider

impl UnwindSafe for LinearPredictionProvider

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,

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

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

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> IntoEither for T

fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

impl<T> Pointable for T

const ALIGN: usize

The alignment of pointer.

type Init = T

The type for initializers.

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. 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.

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.

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

Performs the conversion.

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

fn vzip(self) -> V