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DistributionalPropertyTest

sklears_feature_selection::validation

Struct DistributionalPropertyTest

pub struct DistributionalPropertyTest;

Expand description

Test for distributional properties of feature selection methods

Implementations§

impl DistributionalPropertyTest

pub fn test_structural_validity<S, T>( selector_factory: impl Fn() -> S, features: &Array2<Float>, target: &T, confidence_level: Float, ) -> SklResult<StatisticalValidationResults>
where S: Fit<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>, f64>, T>, S::Fitted: FeatureSelector + Transform<Array2<Float>>, T: Clone,

Test if feature selection respects known data structure

Auto Trait Implementations§

impl Freeze for DistributionalPropertyTest

impl RefUnwindSafe for DistributionalPropertyTest

impl Send for DistributionalPropertyTest

impl Sync for DistributionalPropertyTest

impl Unpin for DistributionalPropertyTest

impl UnsafeUnpin for DistributionalPropertyTest

impl UnwindSafe for DistributionalPropertyTest

Blanket Implementations§

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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where T: ?Sized,

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impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
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where F: FnOnce(&Self) -> bool,

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impl<T> Pointable for T

const ALIGN: usize

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type Init = T

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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more

impl<T> Read<Exclusive, BecauseExclusive> for T
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impl<T> Same for T

type Output = T

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impl<SS, SP> SupersetOf<SS> for SP
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fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more

fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).

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Use with care! Same as self.to_subset but without any property checks. Always succeeds.

fn from_subset(element: &SS) -> SP

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fn vzip(self) -> V