Struct EnsembleStatistics

Source

pub struct EnsembleStatistics {Show 21 fields
    pub mean: Float,
    pub variance: Float,
    pub confidence: Float,
    pub diversity: Float,
    pub bias: Float,
    pub prediction_entropy: Float,
    pub disagreement: Float,
    pub average_confidence: Float,
    pub min_confidence: Float,
    pub max_confidence: Float,
    pub std_confidence: Float,
    pub skew_confidence: Float,
    pub kurtosis_confidence: Float,
    pub median_confidence: Float,
    pub iqr_confidence: Float,
    pub prediction_stability: Float,
    pub convergence_rate: Float,
    pub ensemble_complexity: Float,
    pub overfitting_risk: Float,
    pub generalization_error: Float,
    pub calibration_score: Float,
}

Expand description

Ensemble prediction statistics computed using SIMD

Fields§

§mean: Float§variance: Float§confidence: Float§diversity: Float§bias: Float§prediction_entropy: Float§disagreement: Float§average_confidence: Float§min_confidence: Float§max_confidence: Float§std_confidence: Float§skew_confidence: Float§kurtosis_confidence: Float§median_confidence: Float§iqr_confidence: Float§prediction_stability: Float§convergence_rate: Float§ensemble_complexity: Float§overfitting_risk: Float§generalization_error: Float§calibration_score: Float

Struct EnsembleStatistics Copy item path

Fields§

Implementations§

impl EnsembleStatistics

pub fn from_predictions(predictions: &Array2<Float>) -> Self

Trait Implementations§

impl Clone for EnsembleStatistics

fn clone(&self) -> EnsembleStatistics

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

impl Debug for EnsembleStatistics

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

impl Default for EnsembleStatistics

fn default() -> Self

Auto Trait Implementations§

impl Freeze for EnsembleStatistics

impl RefUnwindSafe for EnsembleStatistics

impl Send for EnsembleStatistics

impl Sync for EnsembleStatistics

impl Unpin for EnsembleStatistics

impl UnwindSafe for EnsembleStatistics

Blanket Implementations§

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

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

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

impl<T> CloneToUninit for Twhere T: Clone,

unsafe fn clone_to_uninit(&self, dest: *mut u8)

impl<T> From<T> for T

fn from(t: T) -> T

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

fn into(self) -> U

impl<T> IntoEither for T

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

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

impl<T> Pointable for T

const ALIGN: usize

type Init = T

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

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

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

unsafe fn drop(ptr: usize)

impl<T> ToOwned for Twhere T: Clone,

type Owned = T

fn to_owned(&self) -> T

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

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

type Error = Infallible

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

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

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

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

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

fn vzip(self) -> V

Struct EnsembleStatistics

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

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

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

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

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

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

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

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

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

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