PointMetrics

Enum PointMetrics 

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#[repr(i32)]
pub enum PointMetrics<T: Fp> { Manhattan = 1, Euclidean = 2, Chebyshev = 3, Minkowski(T), Canberra = 11, Gower = 12, }

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Manhattan = 1

Manhattan distance, equivalent to Minkowski distance with p=1

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Euclidean = 2

Euclidean distance, equivalent to Minkowski distance with p=2

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Chebyshev = 3

Chebyshev distance, equivalent to Minkowski distance with p=Inf

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Minkowski(T)

Minkowski distance where p=1, 2, …, Inf

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Canberra = 11

Canberra distance, d=∑|Pi−Qi|/(|Pi|+|Qi|)

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Gower = 12

Gower distance, d=∑|Pi−Qi|/n

Trait Implementations§

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impl<T: Clone + Fp> Clone for PointMetrics<T>

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fn clone(&self) -> PointMetrics<T>

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<T: Debug + Fp> Debug for PointMetrics<T>

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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<T: Fp> Metrics<&[T], T> for PointMetrics<T>

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fn measure(self, x: &[T], y: &[T]) -> T

Calculate metrics between input data entity
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impl<T: PartialEq + Fp> PartialEq for PointMetrics<T>

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fn eq(&self, other: &PointMetrics<T>) -> 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<T: Fp> StructuralPartialEq for PointMetrics<T>

Auto Trait Implementations§

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impl<T> Freeze for PointMetrics<T>
where T: Freeze,

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impl<T> RefUnwindSafe for PointMetrics<T>
where T: RefUnwindSafe,

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impl<T> Send for PointMetrics<T>
where T: Send,

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impl<T> Sync for PointMetrics<T>
where T: Sync,

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impl<T> Unpin for PointMetrics<T>
where T: Unpin,

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impl<T> UnwindSafe for PointMetrics<T>
where T: 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<U> 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> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.