Struct UncertaintyQuantification

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pub struct UncertaintyQuantification {
    pub epistemic_uncertainty: Array1<Float>,
    pub aleatoric_uncertainty: Array1<Float>,
    pub total_uncertainty: Array1<Float>,
    pub confidence_intervals: Array2<Float>,
    pub prediction_diversity: Array1<Float>,
    pub uncertainty_decomposition: UncertaintyDecomposition,
    pub calibration_metrics: CalibrationMetrics,
}

Expand description

Ensemble uncertainty quantification results

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§epistemic_uncertainty: Array1<Float>

Epistemic uncertainty (model uncertainty)

§aleatoric_uncertainty: Array1<Float>

Aleatoric uncertainty (data uncertainty)

§total_uncertainty: Array1<Float>

Total uncertainty

§confidence_intervals: Array2<Float>

Prediction confidence intervals

§prediction_diversity: Array1<Float>

Ensemble diversity at each prediction

§uncertainty_decomposition: UncertaintyDecomposition

Uncertainty decomposition by source

§calibration_metrics: CalibrationMetrics

Calibration metrics

Trait Implementations§

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impl Clone for UncertaintyQuantification

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fn clone(&self) -> UncertaintyQuantification

Returns a duplicate of the value. Read more

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

Performs copy-assignment from source. Read more

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impl Debug for UncertaintyQuantification

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl UnwindSafe for UncertaintyQuantification

Blanket Implementations§

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

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

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

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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

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fn into(self) -> U

Calls U::from(self).

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

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impl<T> IntoEither for T

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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

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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

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