Struct ConformalPredictionConfig

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pub struct ConformalPredictionConfig {
    pub alpha: f64,
    pub nonconformity_method: NonconformityMethod,
    pub normalize: bool,
    pub class_conditional: bool,
    pub random_state: Option<u64>,
    pub inductive: bool,
    pub calibration_fraction: f64,
}

Expand description

Configuration for conformal prediction

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§alpha: f64

Significance level (1 - coverage probability)

§nonconformity_method: NonconformityMethod

Method for computing nonconformity scores

§normalize: bool

Whether to use normalized nonconformity scores

§class_conditional: bool

Method for handling class imbalance in classification

§random_state: Option<u64>

Random state for reproducible results

§inductive: bool

Whether to use inductive (split) conformal prediction

§calibration_fraction: f64

Fraction of data to use for calibration in inductive setting

Trait Implementations§

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impl Clone for ConformalPredictionConfig

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fn clone(&self) -> ConformalPredictionConfig

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 ConformalPredictionConfig

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

Formats the value using the given formatter. Read more

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impl Default for ConformalPredictionConfig

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fn default() -> Self

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

Auto Trait Implementations§

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impl UnwindSafe for ConformalPredictionConfig

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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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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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