pub struct ClusteringMetrics {
pub silhouette_score: f64,
pub davies_bouldin_index: f64,
pub calinski_harabasz_index: f64,
pub inertia: f64,
pub adjusted_rand_index: Option<f64>,
pub normalized_mutual_info: Option<f64>,
}Expand description
Clustering evaluation metrics
Fields§
§silhouette_score: f64Silhouette score
davies_bouldin_index: f64Davies-Bouldin index
calinski_harabasz_index: f64Calinski-Harabasz index
inertia: f64Within-cluster sum of squares
adjusted_rand_index: Option<f64>Adjusted Rand Index (if true labels provided)
normalized_mutual_info: Option<f64>Normalized Mutual Information (if true labels provided)
Trait Implementations§
Source§impl Clone for ClusteringMetrics
impl Clone for ClusteringMetrics
Source§fn clone(&self) -> ClusteringMetrics
fn clone(&self) -> ClusteringMetrics
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 moreAuto Trait Implementations§
impl Freeze for ClusteringMetrics
impl RefUnwindSafe for ClusteringMetrics
impl Send for ClusteringMetrics
impl Sync for ClusteringMetrics
impl Unpin for ClusteringMetrics
impl UnwindSafe for ClusteringMetrics
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,
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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>
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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.