Enum MetaFeatureStrategy

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pub enum MetaFeatureStrategy {
Show 14 variants    Raw,
    Statistical,
    Interactions,
    ConfidenceBased,
    DiversityBased,
    Comprehensive,
    Temporal,
    Spatial,
    Spectral,
    InformationTheoretic,
    NeuralEmbedding,
    KernelBased,
    BasisExpansion,
    MetaLearning,
}

Expand description

Advanced meta-feature engineering strategies

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Raw

Raw predictions only (default)

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Statistical

Include statistical transformations (mean, std, skew, etc.)

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Interactions

Include pairwise interactions between predictions

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ConfidenceBased

Include confidence-based features

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DiversityBased

Include diversity measures between base learners

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Comprehensive

Comprehensive feature engineering (all of the above)

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Temporal

Temporal features for time-series data

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Spatial

Spatial features for geographic data

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Spectral

Spectral features using FFT and wavelets

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InformationTheoretic

Information-theoretic features (mutual information, entropy)

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NeuralEmbedding

Neural embedding features

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KernelBased

Kernel-based features

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BasisExpansion

Advanced polynomial and basis expansions

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MetaLearning

Meta-learning features

Trait Implementations§

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impl Clone for MetaFeatureStrategy

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fn clone(&self) -> MetaFeatureStrategy

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 MetaFeatureStrategy

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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 MetaFeatureStrategy

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fn default() -> Self

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

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impl PartialEq for MetaFeatureStrategy

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fn eq(&self, other: &MetaFeatureStrategy) -> 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 MetaFeatureStrategy

Auto Trait Implementations§

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impl UnwindSafe for MetaFeatureStrategy

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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