Struct MultiTaskEnsembleConfig

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pub struct MultiTaskEnsembleConfig {
    pub n_estimators_per_task: usize,
    pub sharing_strategy: TaskSharingStrategy,
    pub similarity_metric: TaskSimilarityMetric,
    pub min_similarity_threshold: f64,
    pub task_weighting: TaskWeightingStrategy,
    pub use_task_specific_features: bool,
    pub n_shared_features: Option<usize>,
    pub sharing_regularization: f64,
    pub max_task_depth: usize,
    pub cross_task_validation: CrossTaskValidation,
}

Expand description

Configuration for multi-task ensemble learning

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§n_estimators_per_task: usize

Number of base estimators per task

§sharing_strategy: TaskSharingStrategy

Task sharing strategy

§similarity_metric: TaskSimilarityMetric

Task similarity metric for adaptive sharing

§min_similarity_threshold: f64

Minimum task similarity threshold for sharing

§task_weighting: TaskWeightingStrategy

Task weighting strategy

§use_task_specific_features: bool

Whether to use task-specific feature selection

§n_shared_features: Option<usize>

Number of shared features across tasks

§sharing_regularization: f64

Regularization strength for task sharing

§max_task_depth: usize

Maximum depth for task hierarchy

§cross_task_validation: CrossTaskValidation

Cross-task validation strategy

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impl MultiTaskEnsembleConfig

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pub fn builder() -> MultiTaskEnsembleConfigBuilder

Trait Implementations§

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impl Clone for MultiTaskEnsembleConfig

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fn clone(&self) -> MultiTaskEnsembleConfig

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 MultiTaskEnsembleConfig

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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 Default for MultiTaskEnsembleConfig

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl UnwindSafe for MultiTaskEnsembleConfig

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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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