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DoubleRademacher

oxilean_std::statistical_learning::types

Struct DoubleRademacher 

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pub struct DoubleRademacher {
    pub rademacher: RademacherComplexity,
}
Expand description

Double Rademacher (two-sided) bound.

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§rademacher: RademacherComplexity

Rademacher complexity instance.

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impl DoubleRademacher

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pub fn new(n: usize, class_size: usize) -> Self

Create a new DoubleRademacher instance.

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pub fn two_sided_bound(&self) -> f64

Two-sided bound: |L_D(h) - L_S(h)| ≤ 2 R_n(H) w.h.p.

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impl<T> Any for T
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fn borrow(&self) -> &T

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impl<T> BorrowMut<T> for T
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fn borrow_mut(&mut self) -> &mut T

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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<U> 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, U> TryFrom<U> for T
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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.