pub enum EnsembleStrategy {
SimpleAverage,
WeightedAverage,
DynamicWeighting {
window_size: usize,
},
Stacking {
meta_learner: MetaLearner,
},
BayesianModelAveraging,
Median,
BestModel,
}Expand description
Ensemble combination strategies
Variants§
SimpleAverage
Simple average of all models
WeightedAverage
Weighted average based on historical performance
DynamicWeighting
Dynamic weight adjustment based on recent performance
Stacking
Stacking with meta-learner
Fields
§
meta_learner: MetaLearnerMeta-learner type for stacking
BayesianModelAveraging
Bayesian Model Averaging
Median
Median ensemble
BestModel
Best model selection
Trait Implementations§
Source§impl Clone for EnsembleStrategy
impl Clone for EnsembleStrategy
Source§fn clone(&self) -> EnsembleStrategy
fn clone(&self) -> EnsembleStrategy
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 moreAuto Trait Implementations§
impl Freeze for EnsembleStrategy
impl RefUnwindSafe for EnsembleStrategy
impl Send for EnsembleStrategy
impl Sync for EnsembleStrategy
impl Unpin for EnsembleStrategy
impl UnwindSafe for EnsembleStrategy
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.