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LinearProbeResult

oxicuda_ssl::head::linear_probe

Struct LinearProbeResult 

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pub struct LinearProbeResult {
    pub mean_accuracy: f64,
    pub std_accuracy: f64,
    pub per_fold_accuracy: Vec<f64>,
    pub macro_f1: f64,
    pub per_class_f1: Vec<f64>,
}
Expand description

Summary of a k-fold cross-validation linear probing run.

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§mean_accuracy: f64

Mean accuracy across all folds.

§std_accuracy: f64

Standard deviation of per-fold accuracies.

§per_fold_accuracy: Vec<f64>

Per-fold accuracy values (length = n_folds).

§macro_f1: f64

Macro-averaged F1 score across all folds (mean per-class harmonic mean).

§per_class_f1: Vec<f64>

Per-class F1 scores (length = n_classes).

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impl Clone for LinearProbeResult

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fn clone(&self) -> LinearProbeResult

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 LinearProbeResult

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

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fn type_id(&self) -> TypeId

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impl<T> Borrow<T> 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> 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

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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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type Owned = T

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fn to_owned(&self) -> T

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type Error = Infallible

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

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

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

Performs the conversion.