sklears_decomposition::component_selection

Struct BootstrapSelector

pub struct BootstrapSelector { /* private fields */ }

Expand description

Bootstrap-based component stability assessment

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impl BootstrapSelector

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pub fn new(method: BootstrapMethod) -> Self

Create a new bootstrap selector

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pub fn config(self, config: ComponentSelectionConfig) -> Self

Set configuration

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pub fn n_bootstrap(self, n_bootstrap: usize) -> Self

Set number of bootstrap samples

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pub fn assess_stability( &self, data: &Array2<Float>, n_components: usize, ) -> Result<StabilityResult>

Assess component stability using bootstrap resampling

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impl UnwindSafe for BootstrapSelector

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

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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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fn into(self) -> U

Calls U::from(self).

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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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