sklears_mixture::spatial::spatial_statistics

Struct SpatialClusteringQuality

pub struct SpatialClusteringQuality {
    pub silhouette_score: f64,
    pub spatial_separation: f64,
    pub spatial_compactness: f64,
    pub boundary_coherence: f64,
}

Expand description

Spatial clustering quality assessment

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§silhouette_score: f64

silhouette_score

§spatial_separation: f64

spatial_separation

§spatial_compactness: f64

spatial_compactness

§boundary_coherence: f64

boundary_coherence

Implementations§

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impl SpatialClusteringQuality

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pub fn assess( coords: &Array2<f64>, assignments: &Array1<usize>, n_components: usize, ) -> SklResult<Self>

Assess the quality of spatial clustering

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pub fn overall_score(&self) -> f64

Get an overall quality score combining all metrics

Trait Implementations§

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impl Clone for SpatialClusteringQuality

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fn clone(&self) -> SpatialClusteringQuality

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 SpatialClusteringQuality

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl UnwindSafe for SpatialClusteringQuality

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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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