Struct VotingEnsemble

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pub struct VotingEnsemble<M: Model> { /* private fields */ }

Expand description

Voting ensemble configuration.

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impl<M: Model> VotingEnsemble<M>

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pub fn new(models: Vec<M>, mode: VotingMode) -> TrainResult<Self>

Create a new voting ensemble.

§Arguments

models - Base models to ensemble
mode - Voting mode (hard or soft)

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pub fn with_weights(self, weights: Vec<f64>) -> TrainResult<Self>

Set model weights for weighted voting.

§Arguments

weights - Weight for each model (must sum to 1.0)

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pub fn mode(&self) -> VotingMode

Get voting mode.

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impl<M: Debug + Model> Debug for VotingEnsemble<M>

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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<M: Model> Ensemble for VotingEnsemble<M>

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fn predict(&self, input: &Array2<f64>) -> TrainResult<Array2<f64>>

Predict using the ensemble. Read more

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fn num_models(&self) -> usize

Get the number of models in the ensemble.

Auto Trait Implementations§

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impl<M> UnwindSafe for VotingEnsemble<M>
where M: UnwindSafe,

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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> 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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