Struct WaveletFeatures

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pub struct WaveletFeatures<F> {
    pub energy_bands: Vec<F>,
    pub relative_energy: Vec<F>,
    pub wavelet_entropy: F,
    pub wavelet_variance: F,
    pub regularity_index: F,
    pub dominant_scale: usize,
    pub mra_features: MultiResolutionFeatures<F>,
    pub time_frequency_features: TimeFrequencyFeatures<F>,
    pub coefficient_stats: WaveletCoefficientStats<F>,
}

Expand description

Wavelet-based features for time series analysis

This struct contains comprehensive wavelet transform features including energy distribution across scales, entropy measures, regularity indices, and time-frequency analysis results.

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§energy_bands: Vec<F>

Energy at different frequency bands from DWT decomposition

§relative_energy: Vec<F>

Relative wavelet energy (normalized energy distribution)

§wavelet_entropy: F

Wavelet entropy (Shannon entropy of wavelet coefficients)

§wavelet_variance: F

Wavelet variance (measure of signal variability)

§regularity_index: F

Regularity measure based on wavelet coefficients

§dominant_scale: usize

Dominant scale from wavelet decomposition

§mra_features: MultiResolutionFeatures<F>

Multi-resolution analysis features

§time_frequency_features: TimeFrequencyFeatures<F>

Time-frequency analysis features

§coefficient_stats: WaveletCoefficientStats<F>

Wavelet coefficient statistics

Trait Implementations§

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impl<F: Clone> Clone for WaveletFeatures<F>

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fn clone(&self) -> WaveletFeatures<F>

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<F: Debug> Debug for WaveletFeatures<F>

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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<F> Default for WaveletFeatures<F>
where F: Float + FromPrimitive,

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fn default() -> Self

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

Auto Trait Implementations§

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impl<F> UnwindSafe for WaveletFeatures<F>
where F: UnwindSafe,

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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