pub struct KMeansResult<T: SpatialScalar, P: SpatialPoint<T>> {
pub centroids: Vec<Point<T>>,
pub assignments: Vec<usize>,
pub iterations: usize,
pub converged: bool,
/* private fields */
}Expand description
Result of K-means clustering
Fields§
§centroids: Vec<Point<T>>Final centroids
assignments: Vec<usize>Cluster assignment for each point
iterations: usizeNumber of iterations performed
converged: boolWhether the algorithm converged
Trait Implementations§
Source§impl<T: Clone + SpatialScalar, P: Clone + SpatialPoint<T>> Clone for KMeansResult<T, P>
impl<T: Clone + SpatialScalar, P: Clone + SpatialPoint<T>> Clone for KMeansResult<T, P>
Source§fn clone(&self) -> KMeansResult<T, P>
fn clone(&self) -> KMeansResult<T, P>
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl<T: Debug + SpatialScalar, P: Debug + SpatialPoint<T>> Debug for KMeansResult<T, P>
impl<T: Debug + SpatialScalar, P: Debug + SpatialPoint<T>> Debug for KMeansResult<T, P>
Auto Trait Implementations§
impl<T, P> Freeze for KMeansResult<T, P>
impl<T, P> RefUnwindSafe for KMeansResult<T, P>where
P: RefUnwindSafe,
T: RefUnwindSafe,
impl<T, P> Send for KMeansResult<T, P>where
P: Send,
impl<T, P> Sync for KMeansResult<T, P>where
P: Sync,
impl<T, P> Unpin for KMeansResult<T, P>
impl<T, P> UnwindSafe for KMeansResult<T, P>where
P: UnwindSafe,
T: UnwindSafe,
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
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 moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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 moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.