Struct std_dev::regression::theil_sen::PolynomialTheilSen
source · pub struct PolynomialTheilSen;Available on crate feature
regression only.Expand description
Polynomial estimation using the Theil-Sen estimatior. Very slow and should probably not be
used.
O(n^degree)
Trait Implementations§
source§impl PolynomialEstimator for PolynomialTheilSen
impl PolynomialEstimator for PolynomialTheilSen
source§fn model_polynomial(
&self,
predictors: &[f64],
outcomes: &[f64],
degree: usize
) -> PolynomialCoefficients
fn model_polynomial( &self, predictors: &[f64], outcomes: &[f64], degree: usize ) -> PolynomialCoefficients
Model the
PolynomialCoefficients from predictors and outcomes.
Also takes a degree of the target polynomial. Some estimators may panic when degree
is out of their range. Read moresource§fn boxed_polynomial(self) -> Box<dyn PolynomialEstimator>where
Self: Sized + 'static,
fn boxed_polynomial(self) -> Box<dyn PolynomialEstimator>where Self: Sized + 'static,
Put this estimator in a box.
This is useful for conditionally choosing different estimators.
Auto Trait Implementations§
impl RefUnwindSafe for PolynomialTheilSen
impl Send for PolynomialTheilSen
impl Sync for PolynomialTheilSen
impl Unpin for PolynomialTheilSen
impl UnwindSafe for PolynomialTheilSen
Blanket Implementations§
source§impl<T> CheckedAs for T
impl<T> CheckedAs for T
source§fn checked_as<Dst>(self) -> Option<Dst>where
T: CheckedCast<Dst>,
fn checked_as<Dst>(self) -> Option<Dst>where T: CheckedCast<Dst>,
Casts the value.
source§impl<Src, Dst> CheckedCastFrom<Src> for Dstwhere
Src: CheckedCast<Dst>,
impl<Src, Dst> CheckedCastFrom<Src> for Dstwhere Src: CheckedCast<Dst>,
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fn checked_cast_from(src: Src) -> Option<Dst>
Casts the value.
source§impl<T> OverflowingAs for T
impl<T> OverflowingAs for T
source§fn overflowing_as<Dst>(self) -> (Dst, bool)where
T: OverflowingCast<Dst>,
fn overflowing_as<Dst>(self) -> (Dst, bool)where T: OverflowingCast<Dst>,
Casts the value.
source§impl<Src, Dst> OverflowingCastFrom<Src> for Dstwhere
Src: OverflowingCast<Dst>,
impl<Src, Dst> OverflowingCastFrom<Src> for Dstwhere Src: OverflowingCast<Dst>,
source§fn overflowing_cast_from(src: Src) -> (Dst, bool)
fn overflowing_cast_from(src: Src) -> (Dst, bool)
OverflowingCasts the value.
source§impl<T> SaturatingAs for T
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T: SaturatingCast<Dst>,
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source§fn saturating_cast_from(src: Src) -> Dst
fn saturating_cast_from(src: Src) -> Dst
Casts the value.
§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere SS: SubsetOf<SP>,
§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
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fn is_in_subset(&self) -> bool
Checks if
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fn to_subset_unchecked(&self) -> SS
Use with care! Same as
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fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.source§impl<T> UnwrappedAs for T
impl<T> UnwrappedAs for T
source§fn unwrapped_as<Dst>(self) -> Dstwhere
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fn unwrapped_cast_from(src: Src) -> Dst
UnwrappedCasts the value.
source§impl<T> WrappingAs for T
impl<T> WrappingAs for T
source§fn wrapping_as<Dst>(self) -> Dstwhere
T: WrappingCast<Dst>,
fn wrapping_as<Dst>(self) -> Dstwhere T: WrappingCast<Dst>,
Casts the value.
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source§fn wrapping_cast_from(src: Src) -> Dst
fn wrapping_cast_from(src: Src) -> Dst
WrappingCasts the value.