Enum VotingStrategy

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pub enum VotingStrategy {
Show 15 variants    Hard,
    Soft,
    Weighted,
    ConfidenceWeighted,
    BayesianAveraging,
    RankBased,
    MetaVoting,
    DynamicWeightAdjustment,
    UncertaintyAware,
    ConsensusBased,
    EntropyWeighted,
    VarianceWeighted,
    BootstrapAggregation,
    TemperatureScaled,
    AdaptiveEnsemble,
}

Expand description

Voting strategy for ensemble

Variants§

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Hard

Hard voting (majority vote)

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Soft

Soft voting (average of probabilities)

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Weighted

Weighted voting based on estimator weights

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ConfidenceWeighted

Confidence-weighted voting based on prediction confidence

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BayesianAveraging

Bayesian model averaging

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RankBased

Rank-based voting using ordinal rankings

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MetaVoting

Meta-learning voting with learned combination weights

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DynamicWeightAdjustment

Dynamic weight adjustment based on recent performance

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UncertaintyAware

Uncertainty-aware voting considering prediction uncertainty

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ConsensusBased

Consensus-based voting requiring minimum agreement

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EntropyWeighted

Entropy-weighted voting favoring low-entropy predictions

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VarianceWeighted

Variance-weighted voting favoring low-variance predictions

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BootstrapAggregation

Bootstrap aggregation (Bagging)

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TemperatureScaled

Temperature-scaled soft voting

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AdaptiveEnsemble

Adaptive ensemble voting

Trait Implementations§

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impl Clone for VotingStrategy

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fn clone(&self) -> VotingStrategy

Returns a duplicate of the value. Read more

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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

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impl Debug for VotingStrategy

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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impl PartialEq for VotingStrategy

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fn eq(&self, other: &VotingStrategy) -> bool

Tests for self and other values to be equal, and is used by ==.

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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

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impl StructuralPartialEq for VotingStrategy

Auto Trait Implementations§

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impl UnwindSafe for VotingStrategy

Blanket Implementations§

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

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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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impl<T, U> Into for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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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 more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

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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