Enum AdaptiveStrategy

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pub enum AdaptiveStrategy {
    CrossValidation {
        folds: usize,
        c_range: (f64, f64),
        n_candidates: usize,
    },
    LearningCurve {
        patience: usize,
        min_improvement: f64,
        c_factor: f64,
    },
    BayesianOptimization {
        n_iterations: usize,
        acquisition_function: AcquisitionFunction,
    },
    EarlyStopping {
        patience: usize,
        validation_fraction: f64,
        min_delta: f64,
    },
}

Expand description

Adaptive regularization strategy

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CrossValidation

Cross-validation based C selection

Fields

§folds: usize

§c_range: (f64, f64)

§n_candidates: usize

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LearningCurve

Learning curve based adaptation

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§patience: usize

§min_improvement: f64

§c_factor: f64

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BayesianOptimization

Bayesian optimization of regularization

Fields

§n_iterations: usize

§acquisition_function: AcquisitionFunction

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EarlyStopping

Early stopping with validation

Fields

§patience: usize

§validation_fraction: f64

§min_delta: f64

Trait Implementations§

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impl Clone for AdaptiveStrategy

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fn clone(&self) -> AdaptiveStrategy

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more

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impl Debug for AdaptiveStrategy

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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 AdaptiveStrategy

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<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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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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