pub enum EnsembleCombinationStrategy {
Mean,
WeightedMean,
Median,
BestMethod,
MinimumVariance,
BayesianAveraging,
Voting,
Stacking,
}
Expand description
Ensemble combination strategies for multiple extrapolation methods
Variants§
Mean
Simple arithmetic mean of all method predictions
WeightedMean
Weighted average based on confidence scores
Median
Use median of all predictions (robust to outliers)
BestMethod
Use method with highest confidence for local region
MinimumVariance
Weighted combination optimized for minimum variance
BayesianAveraging
Bayesian model averaging
Voting
Use methods voted by majority (discrete classification)
Stacking
Stack multiple methods using a meta-learner
Trait Implementations§
Source§impl Clone for EnsembleCombinationStrategy
impl Clone for EnsembleCombinationStrategy
Source§fn clone(&self) -> EnsembleCombinationStrategy
fn clone(&self) -> EnsembleCombinationStrategy
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source
. Read moreSource§impl Debug for EnsembleCombinationStrategy
impl Debug for EnsembleCombinationStrategy
impl Copy for EnsembleCombinationStrategy
impl StructuralPartialEq for EnsembleCombinationStrategy
Auto Trait Implementations§
impl Freeze for EnsembleCombinationStrategy
impl RefUnwindSafe for EnsembleCombinationStrategy
impl Send for EnsembleCombinationStrategy
impl Sync for EnsembleCombinationStrategy
impl Unpin for EnsembleCombinationStrategy
impl UnwindSafe for EnsembleCombinationStrategy
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self
into a Left
variant of Either<Self, Self>
if into_left
is true
.
Converts self
into a Right
variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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 moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§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
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self
is actually part of its subset T
(and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset
but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self
to the equivalent element of its superset.