Struct MultiLabelEnsembleConfig

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pub struct MultiLabelEnsembleConfig {
    pub n_estimators: usize,
    pub transformation_strategy: LabelTransformationStrategy,
    pub aggregation_method: MultiLabelAggregationMethod,
    pub correlation_method: LabelCorrelationMethod,
    pub threshold: f64,
    pub random_state: Option<u64>,
    pub prune_labelsets: bool,
    pub max_labelsets: Option<usize>,
    pub chain_order: Option<Vec<usize>>,
    pub ensemble_chains: bool,
    pub n_chains: usize,
}

Expand description

Configuration for multi-label ensemble methods

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§n_estimators: usize

Number of base estimators

§transformation_strategy: LabelTransformationStrategy

Multi-label transformation strategy

§aggregation_method: MultiLabelAggregationMethod

Ensemble aggregation method for multi-label predictions

§correlation_method: LabelCorrelationMethod

Label correlation handling approach

§threshold: f64

Threshold for binary relevance predictions

§random_state: Option<u64>

Random state for reproducibility

§prune_labelsets: bool

Whether to use label powerset pruning

§max_labelsets: Option<usize>

Maximum number of labelsets to consider

§chain_order: Option<Vec<usize>>

Label dependency order for classifier chains

§ensemble_chains: bool

Whether to use ensemble of chains

§n_chains: usize

Number of chains in ensemble chains

Trait Implementations§

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impl Clone for MultiLabelEnsembleConfig

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fn clone(&self) -> MultiLabelEnsembleConfig

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 MultiLabelEnsembleConfig

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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 MultiLabelEnsembleConfig

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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 MultiLabelEnsembleConfig

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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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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